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simglmsim_arguments <- list(
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, 0.15),
outcome_type = 'binary'
)
)
prop_data <- simulate_propensity(sim_arguments)
# prop_data |> ggformula::gf_density(~ ses, fill = ~factor(trt))
# prop_data |> ggformula::gf_density(~ age, fill = ~factor(trt))sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)## X.Intercept. motivation trt age ses level1_id error
## 1 1 19.43102376 1 6 -0.584131470 1 2.123803721
## 2 1 -3.31342389 1 -7 -8.047267313 2 -2.369482484
## 3 1 -19.39844180 1 -5 -2.145522157 3 -5.123723474
## 4 1 -0.81565222 1 4 -10.141632498 4 -2.186155649
## 5 1 -9.67799074 1 2 -5.228099603 5 1.982415470
## 6 1 10.95873512 1 0 -1.365158640 6 3.001636699
## 7 1 40.71517615 0 -2 -0.465328473 7 -2.533750977
## 8 1 0.87335406 1 -1 -8.413303390 8 0.192194671
## 9 1 -35.04044388 1 1 0.786486365 9 2.506246862
## 10 1 -10.41567602 1 4 -8.860261226 10 -1.976843400
## 11 1 -11.11090208 1 -5 3.093616216 11 -4.911624619
## 12 1 16.72221865 1 6 -6.881016277 12 0.647996792
## 13 1 -11.19242009 1 -7 -3.603485428 13 2.059869823
## 14 1 27.00195016 1 -3 0.938614027 14 2.737195996
## 15 1 24.93306243 1 -1 6.454005066 15 -1.258173382
## 16 1 -19.27187566 1 3 3.495517691 16 -4.166478429
## 17 1 -3.37936334 1 4 -9.649953798 17 -1.337282669
## 18 1 -1.50426056 1 6 -4.003046143 18 4.198302416
## 19 1 2.42614206 1 -3 -0.860283871 19 -0.904786599
## 20 1 -20.30625619 1 -7 -0.966117294 20 1.410823061
## 21 1 -14.69057423 1 6 1.808191225 21 -0.457627308
## 22 1 48.22724152 1 2 -4.397401928 22 0.950034707
## 23 1 -14.79385854 1 5 0.980904946 23 1.611458638
## 24 1 19.12161145 1 2 5.992953854 24 1.803399638
## 25 1 -32.52913865 1 0 -2.461047345 25 -0.717885695
## 26 1 -27.23804066 1 -3 -0.672162787 26 4.569864598
## 27 1 -9.36995182 1 3 2.606003301 27 -1.061966819
## 28 1 0.06328772 1 -4 -6.532435490 28 1.642703432
## 29 1 -4.77230628 1 7 -5.519431614 29 -3.176792274
## 30 1 -6.04468818 0 0 8.234084761 30 -1.965367418
## 31 1 24.22932123 1 3 -4.071989425 31 1.865362774
## 32 1 -26.25203482 1 -3 -1.311423375 32 -0.783233027
## 33 1 -29.81670572 1 5 -1.785105402 33 0.116101500
## 34 1 -28.08540012 1 -5 -1.386464076 34 -3.570075241
## 35 1 23.79446877 1 -1 -11.691864858 35 -1.183810372
## 36 1 53.39560777 0 -1 3.863568844 36 6.414778519
## 37 1 -11.30156217 0 5 0.348063995 37 1.273294144
## 38 1 14.80557726 0 -2 1.348394052 38 2.658682728
## 39 1 -5.73409240 1 -7 -5.333144547 39 -4.666554310
## 40 1 -3.23584169 1 1 -5.346041388 40 -1.349125301
## 41 1 13.31712614 1 0 1.603314983 41 0.504713882
## 42 1 -4.30478063 1 7 1.818298243 42 6.105607884
## 43 1 -2.31910211 1 -5 -1.486698063 43 -6.162028124
## 44 1 32.50441372 0 -7 12.295857153 44 2.232553937
## 45 1 -0.01873109 1 7 -1.757772837 45 -5.135850959
## 46 1 -18.14978550 1 3 -5.851758956 46 -3.518404083
## 47 1 17.05046143 1 -7 -6.137751020 47 -3.227481182
## 48 1 -27.14128271 1 7 -2.134523536 48 -2.681992752
## 49 1 -15.88101152 1 -2 -8.708990427 49 0.814141662
## 50 1 5.72217082 1 1 -2.576563425 50 -1.160493605
## 51 1 7.32821742 1 -3 5.057789482 51 0.688445821
## 52 1 26.57987393 1 -6 -6.181914876 52 1.844560460
## 53 1 -5.49039051 1 -3 -4.128063593 53 0.709918914
## 54 1 22.29095787 0 -2 -0.784026324 54 -6.841750928
## 55 1 -0.59487385 1 -5 5.478285008 55 -1.276364886
## 56 1 -11.69172163 0 -1 0.997679354 56 -1.272076347
## 57 1 37.50831256 1 2 6.230686673 57 -1.218019135
## 58 1 40.47855015 1 1 -4.111587523 58 1.985336930
## 59 1 -20.70425736 1 -2 2.410483838 59 4.201136865
## 60 1 19.66505113 1 6 5.525193521 60 -6.051534835
## 61 1 -23.43293467 0 -3 3.983317843 61 6.421669294
## 62 1 2.98143749 1 -6 -0.896165358 62 -5.655234960
## 63 1 9.29387853 0 -6 4.477268632 63 -0.022969786
## 64 1 -25.44604946 1 -1 0.375500190 64 -3.211946471
## 65 1 -37.50072887 1 6 -2.001147320 65 -1.043137762
## 66 1 11.93872567 1 -6 -1.555252946 66 -2.231144335
## 67 1 -15.44516873 1 7 -1.192359571 67 -2.964237066
## 68 1 43.88313888 1 4 -6.961477602 68 4.518511312
## 69 1 -17.58033520 1 -4 4.289275234 69 6.304272744
## 70 1 -20.74121196 1 3 5.843834251 70 1.277506578
## 71 1 -24.46716417 1 -2 -4.481544696 71 -0.028555900
## 72 1 37.76961212 1 7 1.058121242 72 -0.202804289
## 73 1 24.61653595 1 0 1.535995747 73 1.342318648
## 74 1 5.86528623 1 -5 -2.817692716 74 -0.878228952
## 75 1 21.43227749 0 -7 2.871394849 75 2.641632029
## 76 1 -2.19670824 1 -6 -8.557681836 76 1.656750336
## 77 1 -17.24492142 1 1 -3.705074335 77 -4.063024117
## 78 1 -1.19340717 0 -2 6.155348321 78 -4.028950899
## 79 1 40.70307073 1 1 5.540501408 79 3.143526402
## 80 1 -35.09681714 1 -4 10.662768447 80 -5.577623762
## 81 1 34.50860532 1 -7 -9.973328871 81 -1.515868141
## 82 1 -12.43870722 1 -5 -1.720140083 82 0.355350371
## 83 1 -6.89737046 0 1 6.230545848 83 5.068087428
## 84 1 -25.19061237 1 -6 -3.764223785 84 1.618304060
## 85 1 3.19871424 1 2 -3.939460788 85 2.289573311
## 86 1 19.96610336 0 -2 1.762653769 86 -1.774477127
## 87 1 -7.77872755 0 -2 9.354423389 87 0.708007583
## 88 1 27.85796489 1 4 -9.955841845 88 -6.340103060
## 89 1 -22.59242117 1 7 1.928990070 89 -0.028596460
## 90 1 11.36327216 1 6 6.072673256 90 -3.854402993
## 91 1 17.44397773 0 -6 0.159687976 91 -1.212008796
## 92 1 -27.08681217 1 -5 -1.511017774 92 2.768648026
## 93 1 -4.34573807 1 5 -5.874859367 93 -2.960534282
## 94 1 7.30367015 0 -7 5.112507916 94 0.284296553
## 95 1 26.53607625 0 -6 4.698482892 95 1.605691444
## 96 1 -15.53740920 0 3 6.437886847 96 5.282154840
## 97 1 -11.69015169 1 0 -6.476347382 97 -0.610000369
## 98 1 -3.56002735 1 -1 -7.335883996 98 3.908205638
## 99 1 -23.97595935 1 -3 2.408957043 99 -0.665667986
## 100 1 -20.25926110 1 3 -0.063745716 100 2.565354393
## 101 1 8.32149357 1 -1 -2.356330187 101 -1.905537558
## 102 1 -3.30554050 1 3 -1.538437721 102 3.290957048
## 103 1 -4.65345578 0 4 0.917984322 103 1.677115694
## 104 1 11.52386401 1 7 -6.180746080 104 -1.394475174
## 105 1 38.28638276 1 6 4.464583373 105 1.169492673
## 106 1 -11.80948463 1 3 -3.652805497 106 -2.015661200
## 107 1 -2.88044520 1 -4 -10.834967560 107 2.465730154
## 108 1 4.11833080 1 4 -5.401347429 108 3.476228257
## 109 1 22.33873504 0 -5 8.228716538 109 -0.752989262
## 110 1 -2.28723891 1 -5 -10.332771205 110 -0.501974577
## 111 1 15.19183709 1 6 -5.251558713 111 -0.884834934
## 112 1 -57.24971788 1 -1 -4.999758737 112 -1.304452286
## 113 1 -0.01244038 0 -3 8.575571519 113 2.646564500
## 114 1 -14.13616222 1 5 -6.409544567 114 0.282753840
## 115 1 -8.19596376 1 7 -0.432836867 115 -2.081427851
## 116 1 -18.80162171 0 -5 -1.717878687 116 5.350806841
## 117 1 -0.28893099 1 4 5.530950874 117 -1.345481210
## 118 1 8.48162076 1 -5 -4.100108666 118 -2.016151271
## 119 1 2.86472707 1 5 -1.818223607 119 -2.074804484
## 120 1 25.88709218 0 1 12.894230560 120 3.009713957
## 121 1 22.62842826 1 -3 -1.832427523 121 6.297765309
## 122 1 -7.74307104 1 -1 2.312401296 122 -1.745565508
## 123 1 -13.65733652 0 0 3.336185401 123 -6.810983627
## 124 1 -10.02076921 0 6 5.708444995 124 -1.793385033
## 125 1 -0.25802961 1 5 1.064508332 125 2.350184477
## 126 1 3.22745551 1 6 -9.578628597 126 4.494778119
## 127 1 20.78666136 1 1 0.234192373 127 1.860183362
## 128 1 6.35090504 0 -5 3.359797318 128 2.025461486
## 129 1 18.94177174 1 5 -1.291080557 129 -3.009266739
## 130 1 11.10904497 1 0 -2.949352212 130 1.130441423
## 131 1 10.27175300 1 3 -8.158148372 131 5.216911951
## 132 1 17.96911060 1 1 2.916117337 132 0.056593073
## 133 1 -21.63128946 1 -5 0.273080551 133 0.869800300
## 134 1 13.43407273 0 -1 4.462029860 134 2.677760480
## 135 1 41.36553817 0 -6 6.302514440 135 -1.908964069
## 136 1 -15.15697001 1 4 -2.149396473 136 -0.507246483
## 137 1 5.42658159 1 -4 3.904137973 137 -1.945708858
## 138 1 0.27492331 1 -7 -2.224020535 138 2.187392892
## 139 1 -24.74467089 1 -5 -6.028523952 139 0.883090437
## 140 1 2.14658114 1 -4 -1.579197777 140 -0.638479699
## 141 1 -22.54893842 1 4 -1.237962352 141 -2.095489581
## 142 1 -33.07076140 1 7 -6.230270172 142 2.463683623
## 143 1 15.91575123 1 4 1.658209753 143 4.591007647
## 144 1 2.06255166 1 -2 -4.833951405 144 -6.109344538
## 145 1 -7.15252293 1 4 -5.297936829 145 -2.038828788
## 146 1 -25.12108511 1 1 -11.449252712 146 1.235025316
## 147 1 4.65087894 1 -6 -1.681704485 147 3.380060959
## 148 1 15.86576963 0 -5 11.216793347 148 -0.123582843
## 149 1 8.81247180 0 6 3.571372258 149 0.175630122
## 150 1 2.53401228 0 -2 5.603615070 150 -0.443477977
## 151 1 -37.50652186 0 -5 5.309161121 151 -1.756135810
## 152 1 -9.87692882 0 -5 12.405234436 152 -1.429188380
## 153 1 14.77854692 1 7 4.568678750 153 -2.211839177
## 154 1 15.97691048 1 -2 -7.879470892 154 -4.404491436
## 155 1 4.34108359 0 -6 1.978431274 155 1.477409291
## 156 1 7.82233886 1 0 5.585429567 156 -2.446095273
## 157 1 29.18046267 0 -1 9.380472335 157 -1.749981772
## 158 1 -29.77025970 1 -3 -2.480015821 158 -4.204935302
## 159 1 -30.86057313 1 6 1.054891189 159 -0.737190429
## 160 1 -8.91220123 0 -2 15.660452842 160 3.392667112
## 161 1 28.13856494 1 1 3.387662596 161 0.896683417
## 162 1 6.15641717 1 5 -0.136366274 162 -1.289825142
## 163 1 9.59113824 1 6 -2.076123408 163 -2.457530719
## 164 1 -11.63263566 1 -5 -5.953103310 164 -5.832947607
## 165 1 -17.77484801 0 -5 -0.927699221 165 -0.741959209
## 166 1 17.15130326 1 4 3.350155960 166 -2.857984442
## 167 1 -40.41430607 1 3 2.628271093 167 0.845056558
## 168 1 7.34006861 1 7 7.428854509 168 0.383854818
## 169 1 9.86364681 1 7 -5.764748145 169 3.782867084
## 170 1 -8.98983669 1 5 4.719182362 170 -5.131463806
## 171 1 -6.06666519 0 -1 2.507671216 171 3.716647477
## 172 1 24.82669437 0 -2 9.247170046 172 -8.313776363
## 173 1 14.34064792 1 6 -3.930245158 173 -2.708485676
## 174 1 9.60955526 0 -1 6.408228344 174 0.191496397
## 175 1 -33.15767577 1 1 4.486654877 175 -3.407264252
## 176 1 17.35580836 0 -1 5.880735840 176 0.669297159
## 177 1 21.38059483 1 6 -7.219834888 177 -2.202856098
## 178 1 12.00210302 0 -5 -2.549800892 178 2.011806472
## 179 1 27.64671409 1 4 4.860298506 179 1.168308540
## 180 1 -11.96770179 0 -6 0.422131773 180 2.440252789
## 181 1 0.47129230 0 1 4.443839780 181 -1.887812215
## 182 1 8.71069748 0 2 1.667514794 182 6.256903701
## 183 1 -29.47775745 1 -4 0.165901335 183 3.713201661
## 184 1 -18.10420097 1 -7 -4.371265075 184 2.828942349
## 185 1 3.05856874 1 7 1.142159448 185 2.651805725
## 186 1 -12.54899574 1 5 0.692779031 186 5.132490797
## 187 1 3.49786772 0 0 8.540959191 187 2.652834674
## 188 1 -0.84253273 1 2 -10.723048543 188 -3.952970997
## 189 1 28.83462993 0 -6 4.681268281 189 2.958574240
## 190 1 11.32738384 1 7 0.538152411 190 1.112031565
## 191 1 -26.90590950 1 2 1.667848105 191 -3.843464190
## 192 1 -23.06261366 1 4 -3.292672545 192 -1.257861235
## 193 1 -12.17302005 1 1 -4.808519076 193 -2.031191097
## 194 1 -29.12237775 1 -1 -7.040001134 194 -0.864039180
## 195 1 5.98142951 1 -1 -3.231219507 195 -1.931154500
## 196 1 18.34637838 1 4 -0.758035011 196 3.622672510
## 197 1 1.48546162 1 5 1.599340630 197 -2.138594716
## 198 1 -31.36841472 0 -7 3.742826447 198 -0.168339964
## 199 1 -15.42146378 0 -5 -1.150276498 199 -4.928206439
## 200 1 -9.01100077 1 1 -0.070958603 200 -6.668589808
## 201 1 -13.88847544 1 2 -0.563496855 201 -3.994072147
## 202 1 7.71097843 1 -6 -2.868797845 202 -1.550782420
## 203 1 -14.89068660 1 5 3.868369973 203 -0.918199707
## 204 1 -7.89448798 1 7 -1.834579508 204 -1.784271157
## 205 1 -8.76187904 0 -7 7.335735472 205 1.086802629
## 206 1 9.85057431 0 5 0.999589229 206 -0.308392847
## 207 1 -15.23807149 0 3 8.914314101 207 0.850066287
## 208 1 -22.56715147 1 1 -7.141453885 208 0.187868987
## 209 1 -16.04055220 1 -7 -3.597236648 209 2.536359683
## 210 1 20.24259110 1 -4 0.062536870 210 3.204630989
## 211 1 29.39796398 1 1 -0.938214708 211 1.428072920
## 212 1 -44.25499639 1 5 -3.089198177 212 -1.878528472
## 213 1 -13.96603948 1 -5 3.845412487 213 0.818341885
## 214 1 10.80434358 1 5 -2.224899189 214 3.009074346
## 215 1 -6.25614713 1 5 -1.732020175 215 -2.637481948
## 216 1 -2.94597543 1 -1 3.362608286 216 0.615983458
## 217 1 -13.32244331 0 -6 8.992773345 217 -0.483410917
## 218 1 -25.72078996 1 -4 -3.994684901 218 -2.390802308
## 219 1 -6.79951271 0 2 10.062110827 219 2.125966550
## 220 1 -0.46961252 1 4 -6.112064562 220 -7.082735452
## 221 1 -9.77752335 1 7 3.089811834 221 6.222582559
## 222 1 -13.86888583 1 -5 -3.038301967 222 2.011809497
## 223 1 12.99064089 1 4 3.535920535 223 1.757448177
## 224 1 -2.31234745 1 -4 -3.575422613 224 -1.607243763
## 225 1 -15.80533167 0 3 -3.191550917 225 -0.400637491
## 226 1 -7.00716459 1 -1 -4.577556906 226 4.309842616
## 227 1 25.17316686 0 4 0.927317544 227 2.527363987
## 228 1 3.84374755 1 -3 3.925543731 228 -1.702984335
## 229 1 17.20712244 1 2 12.597327481 229 -1.741516368
## 230 1 -3.00044575 1 -2 1.781064712 230 1.636173528
## 231 1 -11.60268417 1 -1 4.295208808 231 0.431804392
## 232 1 -13.75205806 0 -7 5.221178395 232 2.907750348
## 233 1 -31.61537856 0 -5 4.944884199 233 1.553167610
## 234 1 14.35831113 1 5 -5.286697412 234 -4.993706761
## 235 1 -31.53247249 1 1 -1.394555855 235 7.037679933
## 236 1 13.54618691 1 -3 -6.954131307 236 3.306297436
## 237 1 3.88316720 1 -3 -3.855792205 237 -1.422052903
## 238 1 -11.80541219 1 -7 0.924761767 238 0.776548896
## 239 1 6.50018233 1 7 3.673626117 239 -2.296545498
## 240 1 9.16482610 0 -4 5.145489965 240 -7.854108748
## 241 1 -5.27944839 1 3 0.117689128 241 -0.479349293
## 242 1 9.94387976 0 -2 3.801781705 242 4.104707453
## 243 1 8.26637325 0 -5 2.725157498 243 0.503769191
## 244 1 19.61910448 1 2 -2.636452286 244 3.367534923
## 245 1 -22.86537479 0 1 -1.690994982 245 1.747110882
## 246 1 28.92359155 1 4 -0.342801421 246 1.991681333
## 247 1 28.94469582 1 5 3.302597122 247 -0.263951570
## 248 1 12.60370382 0 -3 0.094447881 248 -2.690807963
## 249 1 12.50910706 0 1 10.466558455 249 -2.835316592
## 250 1 12.19905523 1 -3 -0.008084849 250 2.849733236
## 251 1 13.29491452 0 1 6.689844940 251 0.976859223
## 252 1 -21.20503005 1 -4 -11.320633403 252 -1.224116776
## 253 1 -9.73493204 1 3 -4.889303167 253 -1.016615231
## 254 1 -2.26135198 1 -5 2.384175441 254 -0.055503992
## 255 1 -11.79552447 1 -2 3.044211210 255 2.029958371
## 256 1 -3.76059485 0 -4 2.968581531 256 -0.778620263
## 257 1 -32.41233345 1 -4 2.862949956 257 -1.608648337
## 258 1 -4.69498188 1 1 -6.628335763 258 8.619064876
## 259 1 5.08243033 0 -4 6.394658354 259 4.290553185
## 260 1 -26.55235858 1 -7 -1.485378269 260 -5.478286693
## 261 1 10.22692931 0 -5 8.412117132 261 0.959322043
## 262 1 -58.43786973 1 0 -2.627622647 262 3.576598690
## 263 1 -27.73620105 1 -6 0.402917525 263 -2.262888506
## 264 1 22.52228303 1 7 4.734267090 264 3.118969486
## 265 1 -26.54691147 1 -2 -2.846616776 265 -4.941343573
## 266 1 -2.63263274 1 6 1.832127821 266 4.290475125
## 267 1 -2.72568055 1 -6 -1.658406190 267 -0.240917602
## 268 1 -3.74715292 1 6 -11.390913884 268 0.636549429
## 269 1 -42.75720122 0 3 3.870561397 269 -0.991185193
## 270 1 -19.07412746 1 -3 0.126644741 270 -3.363766984
## 271 1 -21.53036745 1 2 9.092419808 271 0.472315089
## 272 1 -30.89232832 1 2 -3.058576599 272 -3.458590890
## 273 1 -11.06884157 1 2 -1.530048369 273 0.625855199
## 274 1 -32.63328019 1 -1 -4.810414891 274 -1.010315132
## 275 1 -20.39610715 1 7 4.413735674 275 0.964062493
## 276 1 -26.01522860 1 -4 -9.696113417 276 -2.815196557
## 277 1 1.06819037 0 -3 -0.450969139 277 -1.467840359
## 278 1 0.32116824 1 -3 -9.564323930 278 -2.810491789
## 279 1 31.10938762 0 -6 -1.163394661 279 -3.316110343
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## 926 1 19.19659107 1 7 -3.696838813 926 -2.382921818
## 927 1 22.72926232 0 -6 1.586219390 927 7.315892337
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## 929 1 -17.04070035 1 2 1.064418004 929 -0.833099417
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## 932 1 4.16259685 0 3 1.405121510 932 4.340188331
## 933 1 -19.86897753 1 3 -4.660376647 933 -0.601981236
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## 935 1 -15.32280146 1 1 0.425573334 935 -0.910828305
## 936 1 -1.85836830 1 -1 -4.178585499 936 1.466708457
## 937 1 8.21344636 1 2 -7.431261887 937 2.418847513
## 938 1 -29.61315106 1 7 7.812890655 938 1.351715519
## 939 1 -47.05977287 1 -3 7.607398937 939 1.035240588
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## 941 1 9.40080881 1 5 -3.319684450 941 3.646408010
## 942 1 -27.28423803 0 4 5.724318668 942 5.648909506
## 943 1 13.07063959 1 -6 6.088154675 943 -4.967206771
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## 946 1 30.50358508 1 -2 -2.676133872 946 0.661749280
## 947 1 26.13950791 1 7 1.455573978 947 4.971931590
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## 962 1 -21.09450220 0 3 0.397044874 962 7.056903711
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## 977 1 10.37648420 0 -1 8.083881610 977 -1.278690464
## 978 1 -35.42991345 1 -2 -9.138100606 978 -3.279624420
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## 980 1 -10.83215572 0 -6 -0.628146172 980 2.278390995
## 981 1 -1.20653050 1 0 -3.490547773 981 -1.451259381
## 982 1 0.42782303 0 -7 -6.392888624 982 2.097114847
## 983 1 24.68046520 1 0 -3.018421707 983 5.257227079
## 984 1 -1.20587087 1 -3 -2.257089388 984 -1.516352411
## 985 1 13.33823493 1 5 -3.158957054 985 -5.578859489
## 986 1 8.58308171 1 6 1.697417515 986 -3.111800332
## 987 1 -24.13038679 1 7 -4.917238197 987 6.117381687
## 988 1 6.51969759 1 6 1.045441494 988 3.661198755
## 989 1 -9.97717149 0 1 1.533038362 989 0.204700107
## 990 1 -10.84826672 1 -7 1.961332002 990 3.496625325
## 991 1 -17.16623643 0 3 -0.068306638 991 -0.529662326
## 992 1 15.23855990 1 1 -9.978864219 992 0.726475479
## 993 1 -18.18297993 1 4 -1.360510311 993 2.239432947
## 994 1 49.38220626 0 0 3.399079501 994 -1.142762187
## 995 1 10.82087078 1 7 -1.740825937 995 3.422109390
## 996 1 -12.78615040 1 -1 -4.120774306 996 2.694497108
## 997 1 -0.79791585 1 -2 -1.187585745 997 0.275164169
## 998 1 -17.18032695 1 -2 -0.851074916 998 -6.579200642
## 999 1 -40.01076890 0 -3 -6.153827735 999 -2.304420901
## 1000 1 4.86470778 1 -5 -5.475761071 1000 -2.375149895
## fixed_outcome random_effects achievement
## 1 59.42638 0 61.55018
## 2 47.16281 0 44.79333
## 3 42.40424 0 37.28052
## 4 48.73833 0 46.55218
## 5 46.22178 0 48.20419
## 6 55.24220 0 58.24384
## 7 65.96974 0 63.43599
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## 10 45.21866 0 43.24182
## 11 47.02904 0 42.11742
## 12 56.76863 0 57.41663
## 13 45.12216 0 47.18203
## 14 61.93543 0 64.67263
## 15 62.68673 0 61.42855
## 16 44.66513 0 40.49865
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## 20 42.13597 0 43.54679
## 21 46.37582 0 45.91819
## 22 69.59155 0 70.54158
## 23 46.02768 0 47.63914
## 24 60.54688 0 62.35028
## 25 37.57308 0 36.85520
## 26 39.83674 0 44.40661
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## 28 49.19221 0 50.83491
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## 30 49.64065 0 47.67528
## 31 60.17373 0 62.03909
## 32 40.07133 0 39.28810
## 33 39.32704 0 39.44314
## 34 39.11922 0 35.54915
## 35 57.69482 0 56.51101
## 36 72.22414 0 78.63891
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## 210 58.91267 0 62.11730
## 211 62.82463 0 64.25270
## 212 33.22570 0 31.34717
## 213 46.07494 0 46.89328
## 214 55.46551 0 58.47459
## 215 48.76454 0 46.12705
## 216 50.76226 0 51.37825
## 217 46.31922 0 45.83581
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## 219 49.99572 0 52.12169
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## 272 38.27842 0 34.81983
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## 908 60.52741 0 61.09042
## 909 49.23187 0 52.45147
## 910 59.31763 0 62.09978
## 911 62.62725 0 62.12029
## 912 36.56760 0 37.68785
## 913 46.50806 0 43.88207
## 914 63.51902 0 62.46738
## 915 48.77690 0 49.87546
## 916 49.18432 0 54.07052
## 917 54.58178 0 54.95192
## 918 49.27432 0 47.79286
## 919 55.19822 0 58.82786
## 920 49.17008 0 42.93072
## 921 69.03395 0 68.67698
## 922 55.70600 0 52.63304
## 923 36.29659 0 36.78081
## 924 47.47741 0 45.48237
## 925 49.38650 0 44.13323
## 926 58.65443 0 56.27150
## 927 58.88826 0 66.20415
## 928 47.49550 0 48.24228
## 929 44.84982 0 44.01672
## 930 53.21966 0 53.40994
## 931 38.79061 0 39.58612
## 932 52.31632 0 56.65651
## 933 42.38731 0 41.78533
## 934 49.07408 0 45.95509
## 935 45.27727 0 44.36644
## 936 49.31201 0 50.77871
## 937 52.82756 0 55.24641
## 938 42.00796 0 43.35968
## 939 33.97794 0 35.01318
## 940 62.11723 0 59.72013
## 941 54.63040 0 58.27681
## 942 40.91738 0 46.56629
## 943 57.35029 0 52.38309
## 944 37.46295 0 39.53297
## 945 55.53870 0 53.82605
## 946 62.53240 0 63.19415
## 947 62.71970 0 67.69163
## 948 61.98224 0 61.24838
## 949 46.73146 0 39.02089
## 950 45.85757 0 48.91728
## 951 67.61178 0 67.17039
## 952 45.43455 0 43.70863
## 953 53.33997 0 57.03545
## 954 56.76261 0 58.27370
## 955 44.48479 0 39.30727
## 956 60.80334 0 66.27067
## 957 59.18393 0 55.63385
## 958 64.32823 0 61.61733
## 959 54.73861 0 55.09939
## 960 39.02314 0 42.04627
## 961 44.09266 0 42.84546
## 962 41.96146 0 49.01836
## 963 56.56385 0 53.57322
## 964 32.06852 0 30.60408
## 965 45.70091 0 43.53251
## 966 41.75569 0 43.48915
## 967 50.12629 0 53.32150
## 968 57.54252 0 57.76931
## 969 37.08226 0 41.79628
## 970 60.35200 0 56.58573
## 971 55.78855 0 60.58097
## 972 48.42435 0 49.98919
## 973 25.70594 0 23.91141
## 974 65.50982 0 61.61478
## 975 67.10793 0 68.28844
## 976 51.48227 0 51.84537
## 977 56.07156 0 54.79287
## 978 34.54351 0 31.26389
## 979 57.08972 0 56.25479
## 980 44.91010 0 47.18849
## 981 49.84475 0 48.39349
## 982 47.87291 0 49.97002
## 983 60.31758 0 65.57481
## 984 49.85338 0 48.33703
## 985 56.24555 0 50.66670
## 986 55.65759 0 52.54579
## 987 41.01854 0 47.13592
## 988 54.66924 0 58.33044
## 989 46.49239 0 46.69709
## 990 46.65103 0 50.14765
## 991 43.41643 0 42.88677
## 992 54.90071 0 55.62718
## 993 43.98668 0 46.22611
## 994 70.60265 0 69.45989
## 995 55.79314 0 59.21525
## 996 44.95535 0 47.64984
## 997 50.38394 0 50.65910
## 998 43.91510 0 37.33590
## 999 32.15724 0 29.85281
## 1000 51.27694 0 48.90179This is a two-step process, estimate propensity scores, then estimate final model.
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'covariate'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)|>
fit_propensity(sim_arguments) |>
model_fit(sim_arguments) |>
extract_coefficients()## # A tibble: 6 × 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 50.1 0.198 253. 0
## 2 motivation 0.399 0.00513 77.8 0
## 3 trt 1.20 0.251 4.79 1.91e- 6
## 4 age 0.0833 0.0244 3.42 6.56e- 4
## 5 ses 0.233 0.0232 10.0 1.55e-22
## 6 propensity NA NA NA NAsim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'ipw'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)|>
fit_propensity(sim_arguments) |>
model_fit(sim_arguments) |>
extract_coefficients()## # A tibble: 5 × 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 50.0 0.201 248. 0
## 2 motivation 0.395 0.00487 81.1 0
## 3 trt 1.18 0.255 4.62 4.40e- 6
## 4 age 0.0889 0.0246 3.62 3.11e- 4
## 5 ses 0.249 0.0225 11.1 4.70e-27sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'sbw'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)|>
fit_propensity(sim_arguments) |>
model_fit(sim_arguments) |>
extract_coefficients()## # A tibble: 5 × 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 49.9 0.198 252. 0
## 2 motivation 0.403 0.00497 81.1 0
## 3 trt 1.35 0.251 5.38 9.35e- 8
## 4 age 0.0797 0.0241 3.31 9.61e- 4
## 5 ses 0.274 0.0236 11.6 2.46e-29sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'covariate'
),
replications = 20,
extract_coefficients = TRUE
)
replicate_simulation(sim_arguments) |>
compute_statistics(sim_arguments, alternative_power = FALSE,
type_1_error = FALSE)## Warning: package 'future' was built under R version 4.6.1## # A tibble: 6 × 7
## term avg_estimate power param_estimate_sd avg_standard_error precision_ratio
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 (Inte… 50.0 1 0.267 0.201 1.33
## 2 age 0.105 1 0.0198 0.0240 0.825
## 3 motiv… 0.399 1 0.00470 0.00496 0.948
## 4 prope… NA NA NA NA NA
## 5 ses 0.245 1 0.0216 0.0228 0.946
## 6 trt 1.18 0.95 0.278 0.254 1.09
## # ℹ 1 more variable: replications <dbl>sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'ipw',
model_function = stats::glm,
propensity_model_args = list(
family = binomial()
)
),
replications = 500,
extract_coefficients = TRUE
)
replicate_simulation(sim_arguments) |>
compute_statistics(sim_arguments, alternative_power = FALSE,
type_1_error = FALSE)## # A tibble: 5 × 7
## term avg_estimate power param_estimate_sd avg_standard_error precision_ratio
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 (Inte… 50.0 1 0.321 0.217 1.48
## 2 age 0.103 0.862 0.0432 0.0253 1.71
## 3 motiv… 0.399 1 0.0103 0.00502 2.05
## 4 ses 0.249 1 0.0552 0.0204 2.70
## 5 trt 1.22 0.934 0.390 0.264 1.48
## # ℹ 1 more variable: replications <dbl>sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'sbw',
model_function = stats::glm,
propensity_model_args = list(
family = binomial()
)
),
replications = 500,
extract_coefficients = TRUE
)
replicate_simulation(sim_arguments) |>
compute_statistics(sim_arguments, alternative_power = FALSE,
type_1_error = FALSE)## # A tibble: 5 × 7
## term avg_estimate power param_estimate_sd avg_standard_error precision_ratio
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 (Inte… 50.0 1 0.302 0.216 1.40
## 2 age 0.105 0.898 0.0416 0.0252 1.66
## 3 motiv… 0.400 1 0.0102 0.00500 2.05
## 4 ses 0.249 1 0.0552 0.0202 2.73
## 5 trt 1.20 0.952 0.382 0.263 1.45
## # ℹ 1 more variable: replications <dbl>level1_samp <- sample(15:25, size = 50, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 -13.924939267 1 3 -0.03127104 1 1
## 2 1 -5.851134241 1 3 -0.03127104 2 1
## 3 1 13.825847105 0 -7 -0.03127104 3 1
## 4 1 -12.845536646 0 -7 -0.03127104 4 1
## 5 1 -24.924589193 1 5 -0.03127104 5 1
## 6 1 37.362539321 1 -6 -0.03127104 6 1
## 7 1 -5.054100413 1 3 -0.03127104 7 1
## 8 1 4.444753306 0 0 -0.03127104 8 1
## 9 1 23.778373381 1 -1 -0.03127104 9 1
## 10 1 -37.213492039 0 -7 -0.03127104 10 1
## 11 1 -20.252055669 1 -3 -0.03127104 11 1
## 12 1 15.270479964 1 0 -0.03127104 12 1
## 13 1 -12.258973999 0 -5 -0.03127104 13 1
## 14 1 -8.153362065 1 -2 -0.03127104 14 1
## 15 1 -6.241062245 0 -7 -0.03127104 15 1
## 16 1 -20.963239121 1 -4 -0.03127104 16 1
## 17 1 -23.543926356 1 -2 -0.03127104 17 1
## 18 1 20.769701972 0 -3 -0.03127104 18 1
## 19 1 -0.898071140 1 4 -0.03127104 19 1
## 20 1 -11.929309228 1 6 -0.03127104 20 1
## 21 1 -47.662870517 0 6 -0.03127104 21 1
## 22 1 -34.381164733 1 -3 6.58884193 1 2
## 23 1 6.564353534 0 -4 6.58884193 2 2
## 24 1 -5.806394224 1 6 6.58884193 3 2
## 25 1 -1.502259437 0 -6 6.58884193 4 2
## 26 1 26.960308125 0 0 6.58884193 5 2
## 27 1 12.705662115 0 1 6.58884193 6 2
## 28 1 7.006417292 1 5 6.58884193 7 2
## 29 1 -10.727975585 0 -4 6.58884193 8 2
## 30 1 -18.082390436 0 -5 6.58884193 9 2
## 31 1 -7.183554559 0 -7 6.58884193 10 2
## 32 1 31.335699344 1 6 6.58884193 11 2
## 33 1 -19.599339143 1 -1 6.58884193 12 2
## 34 1 -11.997648774 1 6 6.58884193 13 2
## 35 1 -4.893441840 0 -1 6.58884193 14 2
## 36 1 -6.502145192 0 -1 6.58884193 15 2
## 37 1 -0.600253274 0 2 6.58884193 16 2
## 38 1 -9.265439552 0 -6 6.58884193 17 2
## 39 1 -9.266505655 1 1 6.58884193 18 2
## 40 1 -15.435349835 0 -3 6.58884193 19 2
## 41 1 37.868057868 0 -2 6.58884193 20 2
## 42 1 -8.387755792 1 7 6.58884193 21 2
## 43 1 34.638338062 0 -6 -0.82061855 1 3
## 44 1 -16.598161812 0 0 -0.82061855 2 3
## 45 1 -13.105317149 0 -6 -0.82061855 3 3
## 46 1 -36.695645462 0 0 -0.82061855 4 3
## 47 1 -33.985267972 1 4 -0.82061855 5 3
## 48 1 27.395498851 0 0 -0.82061855 6 3
## 49 1 31.406583521 0 3 -0.82061855 7 3
## 50 1 5.307491913 0 -1 -0.82061855 8 3
## 51 1 -7.684279121 0 1 -0.82061855 9 3
## 52 1 15.678090358 1 7 -0.82061855 10 3
## 53 1 4.522453163 0 4 -0.82061855 11 3
## 54 1 14.399430425 0 6 -0.82061855 12 3
## 55 1 12.719858885 0 -5 -0.82061855 13 3
## 56 1 10.646057752 0 1 -0.82061855 14 3
## 57 1 5.195183635 0 -3 -0.82061855 15 3
## 58 1 23.104133150 0 1 -0.82061855 16 3
## 59 1 -16.422635672 0 -6 -0.82061855 17 3
## 60 1 -22.775722230 0 1 -0.82061855 18 3
## 61 1 -21.548575129 0 2 -0.82061855 19 3
## 62 1 3.446545146 0 -3 -0.82061855 20 3
## 63 1 -22.298878961 0 -3 -0.82061855 21 3
## 64 1 -34.053287525 1 5 -0.82061855 22 3
## 65 1 11.918204528 1 7 2.92086018 1 4
## 66 1 -10.669973915 0 -3 2.92086018 2 4
## 67 1 1.410551654 1 7 2.92086018 3 4
## 68 1 15.031108367 1 -7 2.92086018 4 4
## 69 1 29.967280883 1 -3 2.92086018 5 4
## 70 1 -6.097787772 1 2 2.92086018 6 4
## 71 1 26.457564819 0 4 2.92086018 7 4
## 72 1 -15.225192455 1 -1 2.92086018 8 4
## 73 1 8.529505976 1 -2 2.92086018 9 4
## 74 1 5.747806996 0 -5 2.92086018 10 4
## 75 1 -4.983730245 0 0 2.92086018 11 4
## 76 1 -21.125243617 0 -6 2.92086018 12 4
## 77 1 -0.003153808 0 -1 2.92086018 13 4
## 78 1 1.446935437 1 2 2.92086018 14 4
## 79 1 45.147402466 1 5 2.92086018 15 4
## 80 1 -1.878616649 0 -2 2.92086018 16 4
## 81 1 -15.353843410 0 -1 2.92086018 17 4
## 82 1 -26.845094378 1 4 2.92086018 18 4
## 83 1 19.374071444 1 -3 -12.47076485 1 5
## 84 1 -37.156066475 1 -6 -12.47076485 2 5
## 85 1 5.209989576 1 -2 -12.47076485 3 5
## 86 1 -12.528810854 1 -6 -12.47076485 4 5
## 87 1 0.182662897 1 0 -12.47076485 5 5
## 88 1 -12.372786935 1 -4 -12.47076485 6 5
## 89 1 0.028767624 1 -3 -12.47076485 7 5
## 90 1 2.650020536 1 -2 -12.47076485 8 5
## 91 1 -21.821671495 1 7 -12.47076485 9 5
## 92 1 19.839853973 1 -1 -12.47076485 10 5
## 93 1 -0.243880300 1 -2 -12.47076485 11 5
## 94 1 -5.891461372 1 -6 -12.47076485 12 5
## 95 1 -6.086714841 1 7 -12.47076485 13 5
## 96 1 -9.210143815 1 6 -12.47076485 14 5
## 97 1 -31.600815444 1 6 -12.47076485 15 5
## 98 1 -11.913317674 1 -5 -12.47076485 16 5
## 99 1 19.776087457 1 0 -12.47076485 17 5
## 100 1 -15.162069661 1 7 -12.47076485 18 5
## 101 1 1.429359026 1 -6 -12.47076485 19 5
## 102 1 -4.604898266 1 1 -1.41136569 1 6
## 103 1 12.987633087 1 -7 -1.41136569 2 6
## 104 1 6.397747111 1 -3 -1.41136569 3 6
## 105 1 -43.872903158 1 -1 -1.41136569 4 6
## 106 1 -13.626059829 1 -2 -1.41136569 5 6
## 107 1 -8.919529371 1 -2 -1.41136569 6 6
## 108 1 39.821026603 1 -4 -1.41136569 7 6
## 109 1 -21.508745980 1 4 -1.41136569 8 6
## 110 1 -29.305861306 1 7 -1.41136569 9 6
## 111 1 3.791957829 1 -1 -1.41136569 10 6
## 112 1 5.680303096 1 7 -1.41136569 11 6
## 113 1 -16.914360444 1 -3 -1.41136569 12 6
## 114 1 -6.217628213 1 -4 -1.41136569 13 6
## 115 1 3.750634157 1 -2 -1.41136569 14 6
## 116 1 6.605495070 1 3 -1.41136569 15 6
## 117 1 -3.774458388 1 7 -1.41136569 16 6
## 118 1 -16.718659128 1 -6 0.18839390 1 7
## 119 1 30.309508609 1 5 0.18839390 2 7
## 120 1 -2.009575510 1 0 0.18839390 3 7
## 121 1 23.812879838 1 7 0.18839390 4 7
## 122 1 1.257943047 0 -6 0.18839390 5 7
## 123 1 15.485942301 1 6 0.18839390 6 7
## 124 1 9.881278932 1 4 0.18839390 7 7
## 125 1 26.736669922 1 1 0.18839390 8 7
## 126 1 15.021468501 1 7 0.18839390 9 7
## 127 1 5.348500103 1 7 0.18839390 10 7
## 128 1 49.596715182 1 -2 0.18839390 11 7
## 129 1 -4.853282136 1 -7 0.18839390 12 7
## 130 1 0.971491766 1 4 0.18839390 13 7
## 131 1 9.820376287 1 5 0.18839390 14 7
## 132 1 -0.710456606 0 -3 0.18839390 15 7
## 133 1 -23.846997413 1 2 0.18839390 16 7
## 134 1 5.785476679 1 0 0.18839390 17 7
## 135 1 -29.850853150 0 6 2.63107950 1 8
## 136 1 12.052015750 1 6 2.63107950 2 8
## 137 1 15.484613855 0 -4 2.63107950 3 8
## 138 1 -8.791775620 1 0 2.63107950 4 8
## 139 1 3.112879181 1 -4 2.63107950 5 8
## 140 1 33.197947476 1 6 2.63107950 6 8
## 141 1 -9.095283809 1 5 2.63107950 7 8
## 142 1 -8.725283760 1 3 2.63107950 8 8
## 143 1 3.139001731 1 0 2.63107950 9 8
## 144 1 8.044421718 1 7 2.63107950 10 8
## 145 1 -47.040716914 1 -4 2.63107950 11 8
## 146 1 7.945073531 1 6 2.63107950 12 8
## 147 1 23.448850899 0 0 2.63107950 13 8
## 148 1 3.664897523 1 4 2.63107950 14 8
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## 881 1 -5.932466325 0 -7 1.60295176 1 46
## 882 1 35.791117148 1 7 1.60295176 2 46
## 883 1 13.088041707 1 3 1.60295176 3 46
## 884 1 9.568277169 1 1 1.60295176 4 46
## 885 1 37.386400847 0 1 1.60295176 5 46
## 886 1 -7.884497145 1 -2 1.60295176 6 46
## 887 1 12.023166937 0 -6 1.60295176 7 46
## 888 1 0.265570398 0 -3 1.60295176 8 46
## 889 1 -13.775852194 1 1 1.60295176 9 46
## 890 1 6.936289344 0 -3 1.60295176 10 46
## 891 1 5.804378390 0 6 1.60295176 11 46
## 892 1 -3.711410171 1 1 1.60295176 12 46
## 893 1 -7.211367674 1 4 1.60295176 13 46
## 894 1 -38.382559643 0 2 1.60295176 14 46
## 895 1 -13.197377647 0 5 1.60295176 15 46
## 896 1 -3.779037075 1 2 1.60295176 16 46
## 897 1 -15.698388634 1 5 1.60295176 17 46
## 898 1 -18.888832182 1 3 1.60295176 18 46
## 899 1 -2.033172575 0 0 1.60295176 19 46
## 900 1 13.957901383 0 -1 1.60295176 20 46
## 901 1 43.954453641 1 -1 1.60295176 21 46
## 902 1 -12.000711920 0 3 1.60295176 22 46
## 903 1 -38.887856439 0 5 1.60295176 23 46
## 904 1 -12.965043040 0 -7 1.60295176 24 46
## 905 1 7.742280816 0 6 7.55842592 1 47
## 906 1 22.260164218 0 -2 7.55842592 2 47
## 907 1 11.989583301 0 -1 7.55842592 3 47
## 908 1 -14.228760339 0 -4 7.55842592 4 47
## 909 1 -17.531563582 0 3 7.55842592 5 47
## 910 1 8.863165890 0 0 7.55842592 6 47
## 911 1 -6.419132579 0 -4 7.55842592 7 47
## 912 1 -12.785934356 0 1 7.55842592 8 47
## 913 1 -0.137517143 0 3 7.55842592 9 47
## 914 1 19.994808571 0 -1 7.55842592 10 47
## 915 1 24.599552928 0 6 7.55842592 11 47
## 916 1 2.338447422 0 -1 7.55842592 12 47
## 917 1 19.632611702 0 -1 7.55842592 13 47
## 918 1 15.430199373 0 -3 7.55842592 14 47
## 919 1 31.742729763 0 6 7.55842592 15 47
## 920 1 5.446428003 0 -2 7.55842592 16 47
## 921 1 5.070447974 1 -3 -2.94103006 1 48
## 922 1 30.582086132 1 5 -2.94103006 2 48
## 923 1 21.947633749 1 2 -2.94103006 3 48
## 924 1 46.811322022 1 3 -2.94103006 4 48
## 925 1 -8.135749169 1 -3 -2.94103006 5 48
## 926 1 16.833217356 1 1 -2.94103006 6 48
## 927 1 -14.178585520 1 2 -2.94103006 7 48
## 928 1 12.631084400 1 -4 -2.94103006 8 48
## 929 1 -2.423481884 1 -5 -2.94103006 9 48
## 930 1 -6.569000334 1 2 -2.94103006 10 48
## 931 1 1.802569332 1 -2 -2.94103006 11 48
## 932 1 12.047424180 1 2 -2.94103006 12 48
## 933 1 28.920482059 1 -3 -2.94103006 13 48
## 934 1 14.932086119 1 -4 -2.94103006 14 48
## 935 1 46.406915905 1 5 -2.94103006 15 48
## 936 1 -60.220762736 1 1 -2.94103006 16 48
## 937 1 -48.485075137 1 5 -2.94103006 17 48
## 938 1 -10.009883076 0 2 1.98839429 1 49
## 939 1 -2.324529995 0 0 1.98839429 2 49
## 940 1 -15.845280042 1 5 1.98839429 3 49
## 941 1 -17.460001980 0 -6 1.98839429 4 49
## 942 1 45.490407985 0 -2 1.98839429 5 49
## 943 1 14.871493721 0 -3 1.98839429 6 49
## 944 1 -9.227977013 1 6 1.98839429 7 49
## 945 1 3.615961209 0 -7 1.98839429 8 49
## 946 1 34.719278641 1 -5 1.98839429 9 49
## 947 1 0.329415002 1 -4 1.98839429 10 49
## 948 1 -10.752008732 1 -4 1.98839429 11 49
## 949 1 30.720865281 1 4 1.98839429 12 49
## 950 1 10.879489976 1 7 1.98839429 13 49
## 951 1 -15.741111270 1 -1 1.98839429 14 49
## 952 1 8.938212516 1 -1 1.98839429 15 49
## 953 1 33.002740125 0 -7 1.98839429 16 49
## 954 1 -37.647422445 0 -6 1.98839429 17 49
## 955 1 20.503522976 0 -7 1.98839429 18 49
## 956 1 -12.158549012 1 5 1.98839429 19 49
## 957 1 -10.311510595 0 -5 1.98839429 20 49
## 958 1 19.506001612 1 -2 1.98839429 21 49
## 959 1 1.101169391 0 -5 1.98839429 22 49
## 960 1 36.123510432 1 4 6.50310931 1 50
## 961 1 6.460383890 0 2 6.50310931 2 50
## 962 1 -5.452946527 0 1 6.50310931 3 50
## 963 1 6.444016697 0 -3 6.50310931 4 50
## 964 1 4.251712706 0 1 6.50310931 5 50
## 965 1 -19.178954063 1 6 6.50310931 6 50
## 966 1 12.306570376 0 -2 6.50310931 7 50
## 967 1 7.776653673 0 -7 6.50310931 8 50
## 968 1 17.882343814 0 -1 6.50310931 9 50
## 969 1 -0.164143590 0 0 6.50310931 10 50
## 970 1 18.048998204 0 -2 6.50310931 11 50
## 971 1 30.791420233 1 6 6.50310931 12 50
## 972 1 25.760847589 0 3 6.50310931 13 50
## 973 1 -13.319736348 0 -2 6.50310931 14 50
## 974 1 -31.252708973 0 5 6.50310931 15 50
## error int_classroom fixed_outcome random_effects achievement
## 1 3.214354532 -1.3127826 45.92221 -1.3127826 47.82378
## 2 0.103679808 -1.3127826 49.15173 -1.3127826 47.94263
## 3 3.339505628 -1.3127826 54.82252 -1.3127826 56.84924
## 4 0.395542065 -1.3127826 44.15397 -1.3127826 43.23673
## 5 1.048858452 -1.3127826 41.72235 -1.3127826 41.45842
## 6 0.891863426 -1.3127826 65.53720 -1.3127826 65.11628
## 7 4.347204737 -1.3127826 49.47054 -1.3127826 52.50496
## 8 2.460039506 -1.3127826 51.77008 -1.3127826 52.91734
## 9 4.237408685 -1.3127826 60.60353 -1.3127826 63.52816
## 10 -9.176964878 -1.3127826 34.40679 -1.3127826 23.91704
## 11 1.163608032 -1.3127826 42.79136 -1.3127826 42.64219
## 12 -4.093367485 -1.3127826 57.30037 -1.3127826 51.89422
## 13 0.373983429 -1.3127826 44.58859 -1.3127826 43.64979
## 14 1.680147316 -1.3127826 47.73084 -1.3127826 48.09820
## 15 -2.027792297 -1.3127826 46.79576 -1.3127826 43.45518
## 16 -0.170795961 -1.3127826 42.40689 -1.3127826 40.92331
## 17 -1.029556882 -1.3127826 41.57461 -1.3127826 39.23227
## 18 -1.964356429 -1.3127826 58.00006 -1.3127826 54.72292
## 19 -7.381462608 -1.3127826 51.23295 -1.3127826 42.53871
## 20 -0.919369325 -1.3127826 47.02046 -1.3127826 44.78831
## 21 -3.770881953 -1.3127826 31.52703 -1.3127826 26.44337
## 22 1.128157466 1.4967453 38.79474 1.4967453 41.41965
## 23 -2.809361471 1.4967453 53.87295 1.4967453 52.56034
## 24 -3.315399401 1.4967453 51.12465 1.4967453 49.30600
## 25 -8.253691011 1.4967453 50.44631 1.4967453 43.68936
## 26 1.668692904 1.4967453 62.43133 1.4967453 65.59677
## 27 4.949466839 1.4967453 56.82948 1.4967453 63.27569
## 28 -0.173352955 1.4967453 56.14978 1.4967453 57.47317
## 29 -8.833999788 1.4967453 46.95602 1.4967453 39.61877
## 30 2.308111327 1.4967453 43.91425 1.4967453 47.71911
## 31 1.604131720 1.4967453 48.07379 1.4967453 51.17467
## 32 3.792778462 1.4967453 65.98149 1.4967453 71.27101
## 33 1.649656014 1.4967453 44.90747 1.4967453 48.05388
## 34 -2.165677956 1.4967453 48.64815 1.4967453 47.97922
## 35 4.633051417 1.4967453 49.58983 1.4967453 55.71963
## 36 1.246415975 1.4967453 48.94635 1.4967453 51.68951
## 37 -5.422453546 1.4967453 51.60711 1.4967453 47.68140
## 38 3.295190708 1.4967453 47.34103 1.4967453 52.13297
## 39 5.445481476 1.4967453 49.24061 1.4967453 56.18283
## 40 1.263972327 1.4967453 45.17307 1.4967453 47.93379
## 41 1.347141384 1.4967453 66.59443 1.4967453 69.43832
## 42 -0.217407921 1.4967453 50.19211 1.4967453 51.47145
## 43 1.202145448 0.2531804 63.05018 0.2531804 64.50551
## 44 0.862136351 0.2531804 43.15558 0.2531804 44.27090
## 45 1.065789189 0.2531804 43.95272 0.2531804 45.27169
## 46 2.326069618 0.2531804 35.11659 0.2531804 37.69584
## 47 2.322789021 0.2531804 37.80074 0.2531804 40.37671
## 48 -1.127314679 0.2531804 60.75304 0.2531804 59.87891
## 49 -3.552117459 0.2531804 62.65748 0.2531804 59.35854
## 50 2.301388447 0.2531804 51.81784 0.2531804 54.37241
## 51 0.200901298 0.2531804 46.82113 0.2531804 47.27522
## 52 -1.788890421 0.2531804 57.96608 0.2531804 56.43037
## 53 2.450811771 0.2531804 52.00383 0.2531804 54.70782
## 54 -1.891090739 0.2531804 56.15462 0.2531804 54.51671
## 55 1.035812568 0.2531804 54.38279 0.2531804 55.67178
## 56 2.433138764 0.2531804 54.15327 0.2531804 56.83959
## 57 0.654357024 0.2531804 51.57292 0.2531804 52.48046
## 58 3.825086712 0.2531804 59.13650 0.2531804 63.21477
## 59 -5.647986882 0.2531804 42.62579 0.2531804 37.23098
## 60 4.877878456 0.2531804 40.78456 0.2531804 45.91562
## 61 -0.642047188 0.2531804 41.37542 0.2531804 40.98655
## 62 6.205548247 0.2531804 50.87346 0.2531804 57.33219
## 63 3.244275342 0.2531804 40.57529 0.2531804 44.07275
## 64 -0.583449126 0.2531804 37.87353 0.2531804 37.54326
## 65 2.776404952 -3.0865373 57.39750 -3.0865373 57.08736
## 66 0.732951781 -3.0865373 46.16223 -3.0865373 43.80864
## 67 3.976059825 -3.0865373 53.19444 -3.0865373 54.08396
## 68 -4.131564948 -3.0865373 57.24266 -3.0865373 50.02456
## 69 1.917738110 -3.0865373 63.61713 -3.0865373 62.44833
## 70 0.346328653 -3.0865373 49.69110 -3.0865373 46.95089
## 71 -0.910530147 -3.0865373 61.71324 -3.0865373 57.71617
## 72 -0.012903432 -3.0865373 45.74014 -3.0865373 42.64070
## 73 -1.065234015 -3.0865373 55.14202 -3.0865373 50.99025
## 74 1.314204120 -3.0865373 52.52934 -3.0865373 50.75700
## 75 4.309191229 -3.0865373 48.73672 -3.0865373 49.95938
## 76 0.106951333 -3.0865373 41.68012 -3.0865373 38.70053
## 77 7.407104197 -3.0865373 50.62895 -3.0865373 54.94952
## 78 1.096252611 -3.0865373 52.70899 -3.0865373 50.71870
## 79 8.952136959 -3.0865373 70.48918 -3.0865373 76.35478
## 80 5.254097283 -3.0865373 49.77877 -3.0865373 51.94633
## 81 -0.637346573 -3.0865373 44.48868 -3.0865373 40.76479
## 82 -4.447557648 -3.0865373 41.59218 -3.0865373 34.05808
## 83 -2.078014096 -3.3636233 55.53194 -3.3636233 50.09030
## 84 0.604539972 -3.3636233 32.61988 -3.3636233 29.86080
## 85 5.791035885 -3.3636233 49.96630 -3.3636233 52.39372
## 86 -0.238227778 -3.3636233 42.47078 -3.3636233 38.86893
## 87 7.407326999 -3.3636233 48.15537 -3.3636233 52.19908
## 88 0.007403665 -3.3636233 42.73319 -3.3636233 39.37697
## 89 2.805751222 -3.3636233 47.79382 -3.3636233 47.23594
## 90 0.952533920 -3.3636233 48.94232 -3.3636233 46.53123
## 91 3.512730089 -3.3636233 40.05364 -3.3636233 40.20275
## 92 -0.764589416 -3.3636233 55.91825 -3.3636233 51.79004
## 93 3.775912594 -3.3636233 47.78476 -3.3636233 48.19705
## 94 1.284446268 -3.3636233 45.12572 -3.3636233 43.04655
## 95 3.277037381 -3.3636233 46.34762 -3.3636233 46.26104
## 96 0.367267722 -3.3636233 44.99825 -3.3636233 42.00190
## 97 2.741800764 -3.3636233 36.04198 -3.3636233 35.42016
## 98 2.579726213 -3.3636233 42.81698 -3.3636233 42.03308
## 99 1.535620092 -3.3636233 55.99274 -3.3636233 54.16474
## 100 1.080088862 -3.3636233 42.71748 -3.3636233 40.43395
## 101 2.735793587 -3.3636233 48.05405 -3.3636233 47.42622
## 102 1.817853005 -6.5494271 49.10520 -6.5494271 44.37363
## 103 -1.300260831 -6.5494271 55.34221 -6.5494271 47.49252
## 104 -0.457432830 -6.5494271 53.10626 -6.5494271 46.09940
## 105 -1.361254857 -6.5494271 33.19800 -6.5494271 25.28732
## 106 5.396264560 -6.5494271 45.19673 -6.5494271 44.04357
## 107 -3.519587276 -6.5494271 47.07935 -6.5494271 37.01033
## 108 -1.866351569 -6.5494271 66.37557 -6.5494271 57.95979
## 109 1.014725740 -6.5494271 42.64366 -6.5494271 37.10896
## 110 -1.067001295 -6.5494271 39.82481 -6.5494271 32.20839
## 111 1.625055222 -6.5494271 52.26394 -6.5494271 47.33957
## 112 -1.980553682 -6.5494271 53.81928 -6.5494271 45.28930
## 113 -1.899469685 -6.5494271 43.78141 -6.5494271 35.33252
## 114 3.780734956 -6.5494271 47.96011 -6.5494271 45.19142
## 115 -1.424230542 -6.5494271 52.14741 -6.5494271 44.17375
## 116 -0.504338330 -6.5494271 53.78936 -6.5494271 46.73559
## 117 3.400795600 -6.5494271 50.03738 -6.5494271 46.88874
## 118 1.868030439 -0.9582495 43.95963 -0.9582495 44.86942
## 119 -1.079506084 -0.9582495 63.87090 -0.9582495 61.83315
## 120 -4.180913684 -0.9582495 50.44327 -0.9582495 45.30411
## 121 3.475378657 -0.9582495 61.47225 -0.9582495 63.98938
## 122 -0.986215189 -0.9582495 49.95028 -0.9582495 48.00581
## 123 2.181405452 -0.9582495 58.04148 -0.9582495 59.26463
## 124 5.595711120 -0.9582495 55.59961 -0.9582495 60.23707
## 125 1.389667875 -0.9582495 62.04177 -0.9582495 62.47318
## 126 0.748345901 -0.9582495 57.95569 -0.9582495 57.74578
## 127 2.542404157 -0.9582495 54.08650 -0.9582495 55.67065
## 128 0.533151667 -0.9582495 70.88578 -0.9582495 70.46069
## 129 0.453472622 -0.9582495 48.60579 -0.9582495 48.10101
## 130 -3.081013727 -0.9582495 52.03570 -0.9582495 47.99643
## 131 -2.182710095 -0.9582495 55.67525 -0.9582495 52.53429
## 132 -1.155786594 -0.9582495 49.46292 -0.9582495 47.34888
## 133 -1.791386373 -0.9582495 41.90830 -0.9582495 39.15866
## 134 0.176623301 -0.9582495 53.56129 -0.9582495 52.77966
## 135 -2.085359590 2.7851122 39.31743 2.7851122 40.01718
## 136 -3.243989290 2.7851122 57.27858 2.7851122 56.81970
## 137 -0.458560321 2.7851122 56.45162 2.7851122 58.77817
## 138 4.985980966 2.7851122 48.34106 2.7851122 56.11215
## 139 -2.408810818 2.7851122 52.70292 2.7851122 53.07922
## 140 1.301618570 2.7851122 65.73695 2.7851122 69.82368
## 141 -0.565779770 2.7851122 48.71966 2.7851122 50.93899
## 142 -4.097827023 2.7851122 48.66766 2.7851122 47.35494
## 143 2.968326200 2.7851122 53.11337 2.7851122 58.86681
## 144 4.419205729 2.7851122 55.77554 2.7851122 62.97986
## 145 -1.919992949 2.7851122 32.64148 2.7851122 33.50660
## 146 -4.815495578 2.7851122 55.63580 2.7851122 53.60542
## 147 -3.757507007 2.7851122 60.03731 2.7851122 59.06492
## 148 1.172486126 2.7851122 53.72373 2.7851122 57.68133
## 149 1.434309913 2.7851122 53.69815 2.7851122 57.91757
## 150 1.504951275 2.7851122 37.13743 2.7851122 41.42749
## 151 -0.684805950 2.7851122 50.42922 2.7851122 52.52952
## 152 5.786380829 2.7851122 54.67268 2.7851122 63.24417
## 153 -2.014559286 2.7851122 47.12792 2.7851122 47.89847
## 154 -1.286269113 2.7851122 64.35885 2.7851122 65.85769
## 155 6.300161188 2.7851122 49.74021 2.7851122 58.82548
## 156 -1.748696738 2.7851122 39.27545 2.7851122 40.31186
## 157 -0.243937769 2.7851122 45.12383 2.7851122 47.66501
## 158 -4.466369731 2.7851122 51.39813 2.7851122 49.71687
## 159 -3.999064292 2.7851122 41.91437 2.7851122 40.70042
## 160 -5.075337827 4.1823644 43.26032 4.1823644 42.36734
## 161 -2.059906774 4.1823644 48.86821 4.1823644 50.99067
## 162 1.936870692 4.1823644 47.10100 4.1823644 53.22024
## 163 0.478522071 4.1823644 43.80713 4.1823644 48.46802
## 164 -2.084082897 4.1823644 49.13258 4.1823644 51.23086
## 165 2.381439441 4.1823644 46.25672 4.1823644 52.82052
## 166 2.833323955 4.1823644 55.77941 4.1823644 62.79510
## 167 4.847696226 4.1823644 54.52737 4.1823644 63.55743
## 168 -3.318289828 4.1823644 59.31991 4.1823644 60.18398
## 169 0.766073577 4.1823644 42.45295 4.1823644 47.40139
## 170 -5.462815776 4.1823644 56.07961 4.1823644 54.79916
## 171 1.110460619 4.1823644 56.23277 4.1823644 61.52559
## 172 1.427660385 4.1823644 31.39600 4.1823644 37.00603
## 173 -0.679580634 4.1823644 54.59980 4.1823644 58.10258
## 174 -0.237510305 4.1823644 53.90989 4.1823644 57.85474
## 175 -4.027797517 4.1823644 57.69213 4.1823644 57.84669
## 176 -7.599805556 4.1823644 44.37928 4.1823644 40.96184
## 177 -1.593687012 4.1823644 27.54177 4.1823644 30.13045
## 178 -2.457204829 4.1823644 42.67407 4.1823644 44.39923
## 179 2.335932350 -1.9078768 55.08128 -1.9078768 55.50934
## 180 3.787925927 -1.9078768 47.21974 -1.9078768 49.09979
## 181 -8.277982838 -1.9078768 46.30933 -1.9078768 36.12347
## 182 -2.504742137 -1.9078768 40.85608 -1.9078768 36.44346
## 183 1.973559987 -1.9078768 44.76273 -1.9078768 44.82842
## 184 1.218491584 -1.9078768 50.51406 -1.9078768 49.82467
## 185 -1.817525852 -1.9078768 41.35721 -1.9078768 37.63181
## 186 -5.629268463 -1.9078768 44.24017 -1.9078768 36.70303
## 187 5.003240345 -1.9078768 55.76834 -1.9078768 58.86370
## 188 5.268986592 -1.9078768 54.62164 -1.9078768 57.98275
## 189 2.371883287 -1.9078768 50.83547 -1.9078768 51.29948
## 190 4.797096931 -1.9078768 49.57143 -1.9078768 52.46065
## 191 0.800089292 -1.9078768 43.10140 -1.9078768 41.99361
## 192 4.315069834 -1.9078768 47.79798 -1.9078768 50.20518
## 193 0.694042403 -1.9078768 63.14830 -1.9078768 61.93447
## 194 4.282075677 -1.9078768 39.75366 -1.9078768 42.12786
## 195 2.678794928 -1.9078768 52.65601 -1.9078768 53.42693
## 196 1.742070498 -1.9078768 55.77125 -1.9078768 55.60545
## 197 1.372845897 -1.9078768 51.31251 -1.9078768 50.77748
## 198 2.379692696 -1.9078768 35.08288 -1.9078768 35.55469
## 199 -4.277343250 -1.9078768 43.87861 -1.9078768 37.69339
## 200 -4.324751336 -1.9078768 60.09250 -1.9078768 53.85987
## 201 3.151111762 -1.5842294 48.16924 -1.5842294 49.73613
## 202 -0.656085627 -1.5842294 55.80951 -1.5842294 53.56920
## 203 1.813814308 -1.5842294 45.42544 -1.5842294 45.65502
## 204 -0.182163149 -1.5842294 61.28241 -1.5842294 59.51601
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## 498 1.187382625 3.3805528 53.44762 3.3805528 58.01556
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## 544 -5.737249094 2.5980007 42.54306 2.5980007 39.40381
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## 548 -3.644516088 2.5980007 52.47105 2.5980007 51.42453
## 549 -1.454222747 2.5980007 61.49702 2.5980007 62.64080
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## 556 -1.259631089 2.8276329 53.11690 2.8276329 54.68490
## 557 -3.713340026 2.8276329 40.92860 2.8276329 40.04289
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## 559 1.201098339 2.8276329 50.88136 2.8276329 54.91009
## 560 -2.454407052 2.8276329 44.93290 2.8276329 45.30612
## 561 -4.320318839 2.8276329 63.44716 2.8276329 61.95448
## 562 -0.191390752 2.8276329 49.48188 2.8276329 52.11813
## 563 3.766715487 2.8276329 62.58335 2.8276329 69.17770
## 564 -3.569304686 2.8276329 49.71763 2.8276329 48.97596
## 565 3.386647887 2.8276329 31.57398 2.8276329 37.78826
## 566 -4.093228562 2.8276329 57.58022 2.8276329 56.31462
## 567 -0.399457134 2.8276329 52.23133 2.8276329 54.65951
## 568 3.914757635 2.8276329 41.31685 2.8276329 48.05924
## 569 0.998549038 2.8276329 46.55786 2.8276329 50.38404
## 570 1.616374010 2.8276329 44.29768 2.8276329 48.74168
## 571 2.318056093 2.8276329 53.66434 2.8276329 58.81002
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## 573 2.156695316 2.8276329 51.91770 2.8276329 56.90203
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## 583 1.225052165 -0.8453218 39.76192 -0.8453218 40.14165
## 584 6.015555906 -0.8453218 43.54871 -0.8453218 48.71894
## 585 0.657378806 -0.8453218 43.84235 -0.8453218 43.65440
## 586 1.075598944 -0.8453218 61.29728 -0.8453218 61.52755
## 587 0.690500203 -0.8453218 43.28593 -0.8453218 43.13111
## 588 0.128008034 -0.8453218 41.71724 -0.8453218 40.99992
## 589 5.252694133 -0.8453218 50.34267 -0.8453218 54.75004
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## 591 3.674554177 3.6071878 49.52043 3.6071878 56.80218
## 592 -1.525868905 3.6071878 55.27633 3.6071878 57.35764
## 593 4.928439762 3.6071878 53.99075 3.6071878 62.52638
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## 595 -3.271590300 3.6071878 62.63375 3.6071878 62.96935
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## 597 -4.367624958 3.6071878 44.52121 3.6071878 43.76077
## 598 0.343541724 3.6071878 56.59893 3.6071878 60.54966
## 599 4.563150255 3.6071878 53.91301 3.6071878 62.08335
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## 601 0.067066816 3.6071878 45.55354 3.6071878 49.22779
## 602 -1.269184144 3.6071878 42.63733 3.6071878 44.97533
## 603 7.818106083 3.6071878 44.69018 3.6071878 56.11548
## 604 -3.498379315 3.6071878 51.66652 3.6071878 51.77533
## 605 1.975679756 3.6071878 40.54228 3.6071878 46.12514
## 606 1.125478900 3.6071878 54.58420 3.6071878 59.31687
## 607 1.813403757 3.6071878 50.14579 3.6071878 55.56639
## 608 4.500037365 3.6071878 54.09309 3.6071878 62.20032
## 609 -1.770522635 0.4645259 45.13435 0.4645259 43.82835
## 610 0.269798384 0.4645259 52.51600 0.4645259 53.25033
## 611 5.475579494 0.4645259 64.89856 0.4645259 70.83866
## 612 -2.908720224 0.4645259 81.90103 0.4645259 79.45683
## 613 3.592045230 0.4645259 58.79975 0.4645259 62.85632
## 614 1.218947718 0.4645259 53.70897 0.4645259 55.39245
## 615 0.470025531 0.4645259 60.58294 0.4645259 61.51749
## 616 -0.899317606 0.4645259 66.86064 0.4645259 66.42585
## 617 -4.108091325 0.4645259 60.88390 0.4645259 57.24033
## 618 -2.556346624 0.4645259 39.83906 0.4645259 37.74724
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## 620 2.908976774 0.4645259 48.86089 0.4645259 52.23439
## 621 -3.082197703 0.4645259 58.67100 0.4645259 56.05333
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## 623 0.662235135 0.4645259 51.51781 0.4645259 52.64457
## 624 -4.765910959 0.4645259 47.32236 0.4645259 43.02098
## 625 -6.478463250 0.4645259 42.31806 0.4645259 36.30412
## 626 6.021729613 0.4645259 57.84197 0.4645259 64.32823
## 627 5.379905754 0.4645259 54.17070 0.4645259 60.01513
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## 648 -3.571074792 4.0284361 36.30495 4.0284361 36.76231
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## 653 -4.654337195 4.0284361 35.09278 4.0284361 34.46688
## 654 -0.285753290 4.0284361 45.93725 4.0284361 49.67994
## 655 3.226477286 4.0284361 46.26146 4.0284361 53.51637
## 656 0.909450160 4.0284361 46.62108 4.0284361 51.55896
## 657 -5.339391276 4.0284361 62.78165 4.0284361 61.47069
## 658 0.640926973 4.0284361 32.98102 4.0284361 37.65038
## 659 6.041365310 4.0284361 44.14279 4.0284361 54.21259
## 660 -1.825923674 4.0284361 59.17742 4.0284361 61.37994
## 661 -1.527397759 4.0284361 50.37775 4.0284361 52.87879
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## 665 -3.298363484 1.8145616 54.99229 1.8145616 53.50849
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## 668 -2.053204646 1.8145616 47.27738 1.8145616 47.03874
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## 670 0.180907265 1.8145616 54.25927 1.8145616 56.25474
## 671 5.017578881 1.8145616 50.90374 1.8145616 57.73588
## 672 1.240209609 1.8145616 36.09650 1.8145616 39.15127
## 673 3.157916161 1.8145616 47.94489 1.8145616 52.91736
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## 675 -8.888792172 1.8145616 55.72306 1.8145616 48.64882
## 676 -1.271738817 1.8145616 57.91854 1.8145616 58.46137
## 677 3.567585649 1.8145616 50.00002 1.8145616 55.38217
## 678 1.954581893 1.8145616 61.77676 1.8145616 65.54591
## 679 0.786445773 1.8145616 37.64692 1.8145616 40.24792
## 680 -3.820909731 1.8145616 45.13116 1.8145616 43.12481
## 681 -1.238586865 1.8145616 28.22685 1.8145616 28.80283
## 682 -1.787809654 1.8145616 59.81640 1.8145616 59.84315
## 683 -0.599441378 1.8145616 48.71752 1.8145616 49.93264
## 684 6.050468256 1.8145616 60.10515 1.8145616 67.97018
## 685 -5.967572184 1.7772775 49.13711 1.7772775 44.94682
## 686 -1.385898386 1.7772775 67.44808 1.7772775 67.83946
## 687 -3.660602514 1.7772775 57.16685 1.7772775 55.28352
## 688 1.786696143 1.7772775 58.99799 1.7772775 62.56196
## 689 1.753535967 1.7772775 45.62588 1.7772775 49.15669
## 690 -3.370386909 1.7772775 47.42943 1.7772775 45.83633
## 691 0.544870026 1.7772775 58.03843 1.7772775 60.36058
## 692 1.212878154 1.7772775 52.70099 1.7772775 55.69115
## 693 -0.005573117 1.7772775 48.57172 1.7772775 50.34342
## 694 -0.081415088 1.7772775 43.56425 1.7772775 45.26011
## 695 -2.151146332 1.7772775 50.98421 1.7772775 50.61034
## 696 0.219172937 1.7772775 61.13303 1.7772775 63.12948
## 697 1.661328492 1.7772775 44.10731 1.7772775 47.54591
## 698 3.633156034 1.7772775 43.93056 1.7772775 49.34100
## 699 -3.210960700 1.7772775 45.55990 1.7772775 44.12621
## 700 2.896303662 1.7772775 59.94677 1.7772775 64.62035
## 701 -1.686202031 1.7772775 61.37174 1.7772775 61.46282
## 702 -4.803567465 1.7772775 61.10115 1.7772775 58.07486
## 703 5.584626921 1.7772775 48.20132 1.7772775 55.56323
## 704 -4.848192622 1.7772775 48.51637 1.7772775 45.44546
## 705 -1.194629148 1.7772775 60.15174 1.7772775 60.73439
## 706 1.547513945 1.7772775 48.95377 1.7772775 52.27856
## 707 0.954653888 1.7772775 50.17392 1.7772775 52.90585
## 708 2.249300547 -0.7605159 59.31279 -0.7605159 60.80158
## 709 1.631428491 -0.7605159 56.54294 -0.7605159 57.41385
## 710 0.821547009 -0.7605159 44.85850 -0.7605159 44.91953
## 711 -1.821910350 -0.7605159 51.31330 -0.7605159 48.73088
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## 717 -1.422040812 -0.7605159 61.22845 -0.7605159 59.04589
## 718 3.765852895 -0.7605159 34.86389 -0.7605159 37.86923
## 719 4.588488225 -0.7605159 70.05302 -0.7605159 73.88099
## 720 -0.266196634 -0.7605159 53.24115 -0.7605159 52.21444
## 721 1.238290439 -0.7605159 45.20005 -0.7605159 45.67782
## 722 0.013160979 -0.7605159 58.02457 -0.7605159 57.27722
## 723 4.263968800 -0.7605159 51.72467 -0.7605159 55.22812
## 724 -4.712753343 -0.7605159 51.41958 -0.7605159 45.94631
## 725 -1.872676969 -0.7605159 49.39079 -0.7605159 46.75760
## 726 0.090038952 -0.7605159 45.16602 -0.7605159 44.49554
## 727 -2.409338304 -0.7605159 58.72699 -0.7605159 55.55714
## 728 0.756934945 -0.7605159 54.43076 -0.7605159 54.42718
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## 730 -5.198885013 -0.7605159 56.49092 -0.7605159 50.53152
## 731 -5.328427098 -0.7605159 56.95220 -0.7605159 50.86326
## 732 9.468571583 -0.7605159 47.01009 -0.7605159 55.71814
## 733 0.497763817 1.0338847 57.20683 1.0338847 58.73848
## 734 -2.438591245 1.0338847 37.64931 1.0338847 36.24461
## 735 2.501025963 1.0338847 54.23712 1.0338847 57.77204
## 736 -4.367639995 1.0338847 43.27029 1.0338847 39.93654
## 737 -1.368521643 1.0338847 56.94803 1.0338847 56.61340
## 738 -1.026493304 1.0338847 46.66833 1.0338847 46.67572
## 739 -9.280293158 1.0338847 42.11500 1.0338847 33.86859
## 740 -2.763937531 1.0338847 47.11301 1.0338847 45.38295
## 741 1.892007145 1.0338847 45.00147 1.0338847 47.92736
## 742 -1.416694607 1.0338847 52.48750 1.0338847 52.10469
## 743 -0.866349377 1.0338847 44.67973 1.0338847 44.84726
## 744 -5.004663269 1.0338847 56.52773 1.0338847 52.55695
## 745 3.308381884 1.0338847 62.12726 1.0338847 66.46953
## 746 -7.036629293 1.0338847 33.09703 1.0338847 27.09428
## 747 0.824758470 1.0338847 54.81054 1.0338847 56.66918
## 748 -0.375471381 1.0338847 57.95627 1.0338847 58.61468
## 749 0.904681506 1.0338847 58.48677 1.0338847 60.42534
## 750 1.718029676 1.0338847 39.95322 1.0338847 42.70514
## 751 3.519789728 1.0338847 64.83155 1.0338847 69.38522
## 752 6.590840998 1.8820205 54.93755 1.8820205 63.41042
## 753 0.647720376 1.8820205 49.60125 1.8820205 52.13099
## 754 0.445569801 1.8820205 48.53727 1.8820205 50.86486
## 755 1.941948829 1.8820205 56.57294 1.8820205 60.39691
## 756 -0.780042800 1.8820205 57.59551 1.8820205 58.69749
## 757 0.550904455 1.8820205 47.69863 1.8820205 50.13156
## 758 2.633936564 1.8820205 51.08828 1.8820205 55.60423
## 759 2.810022108 1.8820205 49.84453 1.8820205 54.53657
## 760 4.771393620 1.8820205 48.66868 1.8820205 55.32209
## 761 4.161811859 1.8820205 51.64627 1.8820205 57.69010
## 762 -0.632331180 1.8820205 46.82360 1.8820205 48.07329
## 763 1.817440368 1.8820205 58.77380 1.8820205 62.47326
## 764 1.511853531 1.8820205 46.96285 1.8820205 50.35672
## 765 -1.539389046 1.8820205 57.10631 1.8820205 57.44894
## 766 2.579861680 1.8820205 40.09600 1.8820205 44.55788
## 767 5.188576214 1.8820205 31.96527 1.8820205 39.03586
## 768 -6.464231956 1.8820205 51.19314 1.8820205 46.61093
## 769 7.263821182 1.8820205 56.88778 1.8820205 66.03362
## 770 3.507940041 1.8820205 48.19927 1.8820205 53.58923
## 771 -0.301530937 1.8820205 50.53134 1.8820205 52.11183
## 772 1.323799325 4.1099149 59.10642 4.1099149 64.54013
## 773 0.355822464 4.1099149 58.86339 4.1099149 63.32913
## 774 -2.098844362 4.1099149 65.55928 4.1099149 67.57035
## 775 -4.741075507 4.1099149 57.90439 4.1099149 57.27323
## 776 1.329895724 4.1099149 64.26943 4.1099149 69.70924
## 777 -2.833060990 4.1099149 58.32408 4.1099149 59.60093
## 778 -4.799835249 4.1099149 54.05146 4.1099149 53.36154
## 779 -2.421764163 4.1099149 39.30385 4.1099149 40.99201
## 780 5.501715661 4.1099149 63.41190 4.1099149 73.02353
## 781 -6.372731947 4.1099149 56.94357 4.1099149 54.68075
## 782 5.592990598 4.1099149 67.76889 4.1099149 77.47180
## 783 3.683503918 4.1099149 52.90109 4.1099149 60.69451
## 784 -2.999203113 4.1099149 40.25652 4.1099149 41.36724
## 785 -2.591284001 4.1099149 48.18111 4.1099149 49.69974
## 786 -2.271981283 4.1099149 60.43257 4.1099149 62.27050
## 787 -2.264356610 4.1099149 65.24775 4.1099149 67.09330
## 788 -0.528045339 4.1099149 66.95154 4.1099149 70.53341
## 789 -0.941285452 4.1099149 54.56898 4.1099149 57.73761
## 790 3.434067323 4.1099149 57.72963 4.1099149 65.27361
## 791 3.429667870 4.1099149 55.17285 4.1099149 62.71243
## 792 -1.074372000 4.1099149 51.19238 4.1099149 54.22792
## 793 5.585346839 4.1099149 60.65810 4.1099149 70.35336
## 794 2.660224670 4.1099149 51.42838 4.1099149 58.19852
## 795 1.672680236 4.1099149 70.56085 4.1099149 76.34344
## 796 0.704608124 -2.1221645 59.04290 -2.1221645 57.62534
## 797 -0.895283067 -2.1221645 63.80253 -2.1221645 60.78508
## 798 -8.856019291 -2.1221645 53.15323 -2.1221645 42.17504
## 799 2.449527116 -2.1221645 53.39736 -2.1221645 53.72473
## 800 -3.054188576 -2.1221645 59.28064 -2.1221645 54.10429
## 801 1.749207985 -2.1221645 32.17903 -2.1221645 31.80607
## 802 3.466048059 -2.1221645 52.87598 -2.1221645 54.21986
## 803 3.669833448 -2.1221645 44.43965 -2.1221645 45.98732
## 804 -0.261454774 -2.1221645 40.47597 -2.1221645 38.09235
## 805 1.392274394 -2.1221645 32.59763 -2.1221645 31.86774
## 806 -0.910784933 -2.1221645 46.19455 -2.1221645 43.16160
## 807 1.520526710 -2.1221645 60.60740 -2.1221645 60.00576
## 808 3.869002917 -2.1221645 35.75095 -2.1221645 37.49779
## 809 -5.323989507 -2.1221645 51.11602 -2.1221645 43.66987
## 810 3.358916163 -2.1221645 44.81647 -2.1221645 46.05323
## 811 2.002488451 -2.1221645 54.82768 -2.1221645 54.70801
## 812 -0.755300919 -2.1221645 61.57708 -2.1221645 58.69962
## 813 8.833961590 -2.1221645 52.81799 -2.1221645 59.52979
## 814 -1.779351156 -2.1221645 48.59698 -2.1221645 44.69547
## 815 0.296302117 -2.1221645 49.71537 -2.1221645 47.88950
## 816 -2.884763143 -2.1221645 47.63191 -2.1221645 42.62498
## 817 3.467838149 -2.1221645 32.01191 -2.1221645 33.35758
## 818 1.631523243 -2.2232633 54.40861 -2.2232633 53.81687
## 819 3.934530112 -2.2232633 47.84348 -2.2232633 49.55475
## 820 -0.538661677 -2.2232633 60.18874 -2.2232633 57.42682
## 821 1.039912462 -2.2232633 48.51129 -2.2232633 47.32794
## 822 0.112602414 -2.2232633 55.30376 -2.2232633 53.19310
## 823 0.325667126 -2.2232633 39.37575 -2.2232633 37.47815
## 824 -4.669841055 -2.2232633 55.71734 -2.2232633 48.82424
## 825 8.088409230 -2.2232633 52.81855 -2.2232633 58.68370
## 826 -3.973734416 -2.2232633 63.15145 -2.2232633 56.95445
## 827 -0.187677213 -2.2232633 57.99939 -2.2232633 55.58845
## 828 1.562733374 -2.2232633 53.02867 -2.2232633 52.36814
## 829 1.189783014 -2.2232633 39.45982 -2.2232633 38.42634
## 830 -4.066998169 -2.2232633 70.28287 -2.2232633 63.99261
## 831 -3.359389090 -2.2232633 43.32451 -2.2232633 37.74186
## 832 0.332662955 -2.2232633 67.80776 -2.2232633 65.91716
## 833 -1.704149279 0.9687212 56.36958 0.9687212 55.63415
## 834 1.263822312 0.9687212 45.25698 0.9687212 47.48952
## 835 4.526578354 0.9687212 45.03232 0.9687212 50.52762
## 836 -3.239196403 0.9687212 43.70787 0.9687212 41.43739
## 837 2.007270841 0.9687212 50.00306 0.9687212 52.97906
## 838 -3.133114076 0.9687212 54.98614 0.9687212 52.82175
## 839 -6.044188491 0.9687212 45.75505 0.9687212 40.67958
## 840 -3.525181033 0.9687212 49.29939 0.9687212 46.74293
## 841 1.133818583 0.9687212 58.27402 0.9687212 60.37656
## 842 -0.521689241 0.9687212 44.75881 0.9687212 45.20584
## 843 -1.440979871 0.9687212 50.88613 0.9687212 50.41387
## 844 1.552116018 0.9687212 52.58089 0.9687212 55.10172
## 845 3.552083641 0.9687212 53.93657 0.9687212 58.45738
## 846 -5.869533137 0.9687212 62.68148 0.9687212 57.78066
## 847 -2.048335463 0.9687212 43.53247 0.9687212 42.45285
## 848 -3.375905978 -0.6454189 59.72507 -0.6454189 55.70374
## 849 -1.450710251 -0.6454189 48.92173 -0.6454189 46.82560
## 850 2.286054046 -0.6454189 61.63751 -0.6454189 63.27814
## 851 1.819708443 -0.6454189 56.96628 -0.6454189 58.14057
## 852 1.344504563 -0.6454189 42.58996 -0.6454189 43.28905
## 853 0.052931560 -0.6454189 45.67333 -0.6454189 45.08084
## 854 -0.174446401 -0.6454189 53.95941 -0.6454189 53.13955
## 855 0.371360756 -0.6454189 60.61314 -0.6454189 60.33908
## 856 1.642322135 -0.6454189 41.71131 -0.6454189 42.70821
## 857 -1.686032813 -0.6454189 40.42339 -0.6454189 38.09194
## 858 -2.587783805 -0.6454189 55.91918 -0.6454189 52.68598
## 859 -3.789087487 -0.6454189 53.46991 -0.6454189 49.03540
## 860 0.409968839 -0.6454189 62.64627 -0.6454189 62.41082
## 861 6.911017384 -0.6454189 57.27426 -0.6454189 63.53986
## 862 -8.159452031 -0.6454189 55.46121 -0.6454189 46.65634
## 863 0.314814583 -0.6454189 68.81643 -0.6454189 68.48583
## 864 -1.524971451 -0.6454189 66.81724 -0.6454189 64.64685
## 865 2.669375767 -0.2161306 57.81934 -0.2161306 60.27259
## 866 3.818813172 -0.2161306 34.55990 -0.2161306 38.16258
## 867 -2.090801252 -0.2161306 69.81328 -0.2161306 67.50635
## 868 3.390828770 -0.2161306 20.92020 -0.2161306 24.09489
## 869 0.457396599 -0.2161306 63.71046 -0.2161306 63.95173
## 870 0.339865711 -0.2161306 40.78786 -0.2161306 40.91160
## 871 -0.635380793 -0.2161306 51.30292 -0.2161306 50.45141
## 872 3.216821314 -0.2161306 52.58558 -0.2161306 55.58627
## 873 -1.202187879 -0.2161306 55.04175 -0.2161306 53.62343
## 874 2.411033459 -0.2161306 61.70921 -0.2161306 63.90411
## 875 -3.965007479 -0.2161306 48.42519 -0.2161306 44.24405
## 876 0.875710745 -0.2161306 42.35734 -0.2161306 43.01692
## 877 -0.701090628 -0.2161306 55.15647 -0.2161306 54.23925
## 878 -0.721242353 -0.2161306 58.26426 -0.2161306 57.32689
## 879 -6.101081710 -0.2161306 47.53809 -0.2161306 41.22088
## 880 0.359254784 -0.2161306 57.94209 -0.2161306 58.08522
## 881 -0.869740595 1.6115712 47.32775 1.6115712 48.06958
## 882 3.279291509 1.6115712 66.61718 1.6115712 71.50805
## 883 -4.253225656 1.6115712 57.13595 1.6115712 54.49430
## 884 -6.045168309 1.6115712 55.52805 1.6115712 51.09445
## 885 -3.233840482 1.6115712 65.45530 1.6115712 63.83303
## 886 2.054946301 1.6115712 48.24694 1.6115712 51.91346
## 887 -2.344125276 1.6115712 54.61000 1.6115712 53.87745
## 888 -6.651733765 1.6115712 50.20697 1.6115712 45.16680
## 889 -2.309147048 1.6115712 46.19040 1.6115712 45.49282
## 890 2.117228947 1.6115712 52.87525 1.6115712 56.60405
## 891 1.161239125 1.6115712 53.32249 1.6115712 56.09530
## 892 7.489428747 1.6115712 50.21617 1.6115712 59.31717
## 893 1.783592635 1.6115712 49.11619 1.6115712 52.51135
## 894 2.973421053 1.6115712 35.24771 1.6115712 39.83271
## 895 4.318115831 1.6115712 45.62179 1.6115712 51.55147
## 896 -2.579823219 1.6115712 50.28912 1.6115712 49.32087
## 897 -4.886248426 1.6115712 45.82138 1.6115712 42.54671
## 898 3.720880896 1.6115712 44.34521 1.6115712 49.67766
## 899 2.848974059 1.6115712 49.58747 1.6115712 54.04801
## 900 -4.750320614 1.6115712 55.88390 1.6115712 52.74515
## 901 -1.467521107 1.6115712 69.08252 1.6115712 69.22657
## 902 0.366035950 1.6115712 45.90045 1.6115712 47.87806
## 903 2.394370948 1.6115712 35.34560 1.6115712 39.35154
## 904 -7.396631755 1.6115712 44.51472 1.6115712 38.72966
## 905 -5.217193244 -4.4646548 55.58652 -4.4646548 45.90467
## 906 1.158410891 -4.4646548 60.59367 -4.4646548 57.28743
## 907 3.874947863 -4.4646548 56.58544 -4.4646548 55.99573
## 908 4.668969360 -4.4646548 45.79810 -4.4646548 46.00242
## 909 -2.891606397 -4.4646548 45.17698 -4.4646548 37.82072
## 910 -4.199987166 -4.4646548 55.43487 -4.4646548 46.77023
## 911 3.751700574 -4.4646548 48.92195 -4.4646548 48.20900
## 912 -1.348259291 -4.4646548 46.87523 -4.4646548 41.06232
## 913 -3.456561633 -4.4646548 52.13460 -4.4646548 44.21338
## 914 -3.023399879 -4.4646548 59.78753 -4.4646548 52.29948
## 915 -0.331068696 -4.4646548 62.32943 -4.4646548 57.53370
## 916 -1.226431263 -4.4646548 52.72499 -4.4646548 47.03390
## 917 0.814383325 -4.4646548 59.64265 -4.4646548 55.99238
## 918 -2.624561959 -4.4646548 57.76169 -4.4646548 50.67247
## 919 3.520530794 -4.4646548 65.18670 -4.4646548 64.24257
## 920 -5.304829745 -4.4646548 53.86818 -4.4646548 44.09869
## 921 -0.131225798 0.1312295 52.19292 0.1312295 52.19293
## 922 -1.930290886 0.1312295 63.19758 0.1312295 61.39852
## 923 2.575227656 0.1312295 59.44380 0.1312295 62.15025
## 924 -1.843082011 0.1312295 69.48927 0.1312295 67.77742
## 925 -1.752952557 0.1312295 46.91044 0.1312295 45.28872
## 926 5.423046384 0.1312295 57.29803 0.1312295 62.85231
## 927 4.328622556 0.1312295 44.99331 0.1312295 49.45316
## 928 -1.281721398 0.1312295 55.11718 0.1312295 53.96668
## 929 2.607459696 0.1312295 48.99535 0.1312295 51.73404
## 930 -1.784904097 0.1312295 48.03714 0.1312295 46.38347
## 931 4.224017409 0.1312295 50.98577 0.1312295 55.34102
## 932 -5.511941740 0.1312295 55.48371 0.1312295 50.10300
## 933 3.960127320 0.1312295 61.73294 0.1312295 65.82429
## 934 1.873933091 0.1312295 56.03758 0.1312295 58.04274
## 935 2.052021282 0.1312295 69.52751 0.1312295 71.71076
## 936 -1.106020666 0.1312295 26.47644 0.1312295 25.50165
## 937 2.492465054 0.1312295 31.57071 0.1312295 34.19441
## 938 3.410770201 -2.3010632 46.69315 -2.3010632 47.80285
## 939 -1.301582888 -2.3010632 49.56729 -2.3010632 45.96464
## 940 -0.667806046 -2.3010632 45.85899 -2.3010632 42.89012
## 941 -1.286199690 -2.3010632 42.91310 -2.3010632 39.32583
## 942 -2.130233159 -2.3010632 68.49326 -2.3010632 64.06197
## 943 4.195680151 -2.3010632 56.14570 -2.3010632 58.04031
## 944 -2.182973156 -2.3010632 48.60591 -2.3010632 44.12187
## 945 -0.082681016 -2.3010632 51.24348 -2.3010632 48.85974
## 946 -0.936797584 -2.3010632 65.08481 -2.3010632 61.84695
## 947 -0.199042187 -2.3010632 51.42886 -2.3010632 48.92876
## 948 -2.165335302 -2.3010632 46.99630 -2.3010632 42.52990
## 949 0.695724037 -2.3010632 64.38544 -2.3010632 62.78011
## 950 -4.098573600 -2.3010632 56.74889 -2.3010632 50.34926
## 951 -8.292952710 -2.3010632 45.30065 -2.3010632 34.70664
## 952 -2.226070262 -2.3010632 55.17238 -2.3010632 50.64525
## 953 -0.960815824 -2.3010632 62.99819 -2.3010632 59.73632
## 954 0.350429125 -2.3010632 34.83813 -2.3010632 32.88750
## 955 1.565345981 -2.3010632 57.99851 -2.3010632 57.26279
## 956 1.897169689 -2.3010632 47.33368 -2.3010632 46.92979
## 957 -1.783380671 -2.3010632 45.87249 -2.3010632 41.78805
## 958 1.997970930 -2.3010632 59.29950 -2.3010632 58.99641
## 959 -0.781207987 -2.3010632 50.43757 -2.3010632 47.35530
## 960 2.100489706 -2.1055898 67.67518 -2.1055898 67.67008
## 961 -0.308964202 -2.1055898 54.40993 -2.1055898 51.99538
## 962 -0.589056135 -2.1055898 49.54460 -2.1055898 46.84995
## 963 -0.594510852 -2.1055898 53.90338 -2.1055898 51.20328
## 964 0.926754789 -2.1055898 53.42646 -2.1055898 52.24763
## 965 -4.477583456 -2.1055898 45.75420 -2.1055898 39.17102
## 966 -0.989552054 -2.1055898 56.34841 -2.1055898 53.25326
## 967 -2.914194643 -2.1055898 54.03644 -2.1055898 49.01665
## 968 -2.274084177 -2.1055898 58.67871 -2.1055898 54.29904
## 969 -4.262089345 -2.1055898 51.56012 -2.1055898 45.19244
## 970 2.005077418 -2.1055898 58.64538 -2.1055898 58.54486
## 971 -3.207187028 -2.1055898 65.74235 -2.1055898 60.42957
## 972 7.206681376 -2.1055898 62.23012 -2.1055898 67.33121
## 973 -1.776010008 -2.1055898 46.09788 -2.1055898 42.21628
## 974 -0.401768070 -2.1055898 39.62469 -2.1055898 37.11734level1_samp <- sample(15:25, size = 50, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary',
outcome_level = 2
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 -4.00657541 1 0 10.53219053 1 1
## 2 1 -20.14829059 1 4 10.53219053 2 1
## 3 1 2.33825415 1 4 10.53219053 3 1
## 4 1 -3.14996151 1 3 10.53219053 4 1
## 5 1 15.01110974 1 -5 10.53219053 5 1
## 6 1 29.77154846 1 5 10.53219053 6 1
## 7 1 -9.23883799 1 4 10.53219053 7 1
## 8 1 5.02125527 1 7 10.53219053 8 1
## 9 1 1.30372201 1 -7 10.53219053 9 1
## 10 1 17.28930989 1 4 10.53219053 10 1
## 11 1 -20.03988666 1 0 10.53219053 11 1
## 12 1 -2.38421105 1 2 10.53219053 12 1
## 13 1 58.66809525 1 2 10.53219053 13 1
## 14 1 -2.75883000 1 -4 10.53219053 14 1
## 15 1 3.44401194 1 3 10.53219053 15 1
## 16 1 1.69502444 1 -2 10.53219053 16 1
## 17 1 41.50654011 1 5 10.53219053 17 1
## 18 1 -16.82557823 1 5 10.53219053 18 1
## 19 1 -2.53199714 1 2 10.53219053 19 1
## 20 1 -21.38411032 1 2 10.53219053 20 1
## 21 1 -3.91090027 1 -6 10.53219053 21 1
## 22 1 -5.63846377 1 3 10.53219053 22 1
## 23 1 -23.73629970 1 7 0.05002551 1 2
## 24 1 8.94099715 1 4 0.05002551 2 2
## 25 1 -1.63661793 1 6 0.05002551 3 2
## 26 1 41.38626572 1 0 0.05002551 4 2
## 27 1 -4.41131443 1 -3 0.05002551 5 2
## 28 1 2.18016594 1 5 0.05002551 6 2
## 29 1 5.60854096 1 3 0.05002551 7 2
## 30 1 5.19146555 1 3 0.05002551 8 2
## 31 1 -26.95786832 1 -5 0.05002551 9 2
## 32 1 -8.23095555 1 4 0.05002551 10 2
## 33 1 3.93557507 1 -6 0.05002551 11 2
## 34 1 -21.44916073 1 -3 0.05002551 12 2
## 35 1 1.16450490 1 1 0.05002551 13 2
## 36 1 -21.40355808 1 2 0.05002551 14 2
## 37 1 -22.98174674 1 -4 0.05002551 15 2
## 38 1 -20.67771342 1 -1 0.05002551 16 2
## 39 1 10.89073600 1 -4 0.05002551 17 2
## 40 1 -21.57617234 1 -5 0.05002551 18 2
## 41 1 -19.68363157 1 3 0.05002551 19 2
## 42 1 10.79293355 1 -4 0.05002551 20 2
## 43 1 35.69772040 1 6 -3.92674028 1 3
## 44 1 4.68393773 1 -2 -3.92674028 2 3
## 45 1 19.31383287 1 -6 -3.92674028 3 3
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## 803 1 -24.84237626 0 2 2.15692989 16 40
## 804 1 2.38713591 0 -2 2.15692989 17 40
## 805 1 30.53587000 0 1 2.15692989 18 40
## 806 1 -7.18831938 0 5 2.15692989 19 40
## 807 1 22.43968233 0 7 3.22985721 1 41
## 808 1 11.64956181 0 -1 3.22985721 2 41
## 809 1 24.00563866 0 1 3.22985721 3 41
## 810 1 -30.38429993 0 2 3.22985721 4 41
## 811 1 22.01298968 0 4 3.22985721 5 41
## 812 1 8.81285746 0 -4 3.22985721 6 41
## 813 1 11.04217945 0 -1 3.22985721 7 41
## 814 1 -2.49416569 0 6 3.22985721 8 41
## 815 1 5.89163989 0 -7 3.22985721 9 41
## 816 1 5.38024145 0 -5 3.22985721 10 41
## 817 1 -29.12969210 0 0 3.22985721 11 41
## 818 1 -20.06784170 0 1 3.22985721 12 41
## 819 1 12.09822025 0 -7 3.22985721 13 41
## 820 1 -24.60691205 0 0 3.22985721 14 41
## 821 1 2.39456631 0 2 3.22985721 15 41
## 822 1 -24.36539629 0 2 3.22985721 16 41
## 823 1 -53.05743015 0 -5 3.22985721 17 41
## 824 1 -14.23035082 1 -7 1.11730399 1 42
## 825 1 -4.67799259 1 2 1.11730399 2 42
## 826 1 -7.11166756 1 0 1.11730399 3 42
## 827 1 -16.21395333 1 0 1.11730399 4 42
## 828 1 -15.67508562 1 -5 1.11730399 5 42
## 829 1 30.09354996 1 5 1.11730399 6 42
## 830 1 -24.95808506 1 0 1.11730399 7 42
## 831 1 4.78376796 1 -4 1.11730399 8 42
## 832 1 26.43642214 1 -7 1.11730399 9 42
## 833 1 -9.45448608 1 -7 1.11730399 10 42
## 834 1 -12.48541323 1 4 1.11730399 11 42
## 835 1 17.44415422 1 3 1.11730399 12 42
## 836 1 20.25595192 1 -3 1.11730399 13 42
## 837 1 -10.39478721 1 -7 1.11730399 14 42
## 838 1 -9.19317136 1 7 1.11730399 15 42
## 839 1 -8.43302520 1 2 1.11730399 16 42
## 840 1 -14.19673892 1 -5 1.11730399 17 42
## 841 1 -21.62481609 1 -5 1.11730399 18 42
## 842 1 -17.61944368 1 4 1.11730399 19 42
## 843 1 -17.54697050 1 -5 1.11730399 20 42
## 844 1 3.28944097 1 -5 1.11730399 21 42
## 845 1 10.29288957 1 4 1.11730399 22 42
## 846 1 17.81169193 1 2 1.11730399 23 42
## 847 1 -12.87050960 1 -6 1.11730399 24 42
## 848 1 -18.35332570 1 -5 0.23438983 1 43
## 849 1 0.19977527 1 5 0.23438983 2 43
## 850 1 -6.46003076 1 7 0.23438983 3 43
## 851 1 -0.96032650 1 -6 0.23438983 4 43
## 852 1 31.95403949 1 7 0.23438983 5 43
## 853 1 -5.24735089 1 3 0.23438983 6 43
## 854 1 -2.29887273 1 6 0.23438983 7 43
## 855 1 -9.71576893 1 2 0.23438983 8 43
## 856 1 34.68204392 1 2 0.23438983 9 43
## 857 1 -0.95903776 1 -5 0.23438983 10 43
## 858 1 11.00953357 1 -6 0.23438983 11 43
## 859 1 -0.58998234 1 6 0.23438983 12 43
## 860 1 9.64951867 1 6 0.23438983 13 43
## 861 1 -35.83193919 1 -4 0.23438983 14 43
## 862 1 32.18878198 1 0 0.23438983 15 43
## 863 1 26.51568348 0 4 0.94077611 1 44
## 864 1 13.76490009 0 -3 0.94077611 2 44
## 865 1 -5.69339724 0 7 0.94077611 3 44
## 866 1 10.37046168 0 1 0.94077611 4 44
## 867 1 -11.42792831 0 7 0.94077611 5 44
## 868 1 37.02718572 0 1 0.94077611 6 44
## 869 1 17.57638816 0 -4 0.94077611 7 44
## 870 1 1.05595007 0 -4 0.94077611 8 44
## 871 1 14.99178268 0 -6 0.94077611 9 44
## 872 1 33.30181903 0 -2 0.94077611 10 44
## 873 1 44.56071744 0 5 0.94077611 11 44
## 874 1 9.32398026 0 2 0.94077611 12 44
## 875 1 5.62872866 0 5 0.94077611 13 44
## 876 1 -18.24441711 0 -5 0.94077611 14 44
## 877 1 6.81229999 0 1 0.94077611 15 44
## 878 1 0.53559823 0 -4 0.94077611 16 44
## 879 1 -37.20010700 0 0 0.94077611 17 44
## 880 1 2.90930119 1 4 -7.46986103 1 45
## 881 1 39.88432574 1 -3 -7.46986103 2 45
## 882 1 1.40000130 1 -7 -7.46986103 3 45
## 883 1 5.44206242 1 -7 -7.46986103 4 45
## 884 1 3.40003137 1 -7 -7.46986103 5 45
## 885 1 -13.69630708 1 1 -7.46986103 6 45
## 886 1 -6.33015981 1 3 -7.46986103 7 45
## 887 1 7.37107138 1 0 -7.46986103 8 45
## 888 1 -29.80760028 1 -5 -7.46986103 9 45
## 889 1 -2.84867220 1 2 -7.46986103 10 45
## 890 1 -21.28289023 1 -5 -7.46986103 11 45
## 891 1 -15.12643647 1 -6 -7.46986103 12 45
## 892 1 -21.30660131 1 5 -7.46986103 13 45
## 893 1 12.64091661 1 -3 -7.46986103 14 45
## 894 1 -11.18023515 1 -7 -7.46986103 15 45
## 895 1 44.87173096 1 0 -7.46986103 16 45
## 896 1 30.71375306 1 -5 -7.46986103 17 45
## 897 1 20.64618581 1 4 -7.46986103 18 45
## 898 1 -3.58341852 1 -2 -7.46986103 19 45
## 899 1 7.64815442 1 4 -7.46986103 20 45
## 900 1 8.36165974 1 -2 -7.46986103 21 45
## 901 1 -41.78871424 1 7 -7.46986103 22 45
## 902 1 -19.16500562 1 4 -7.46986103 23 45
## 903 1 -3.67121182 1 6 -7.19902768 1 46
## 904 1 -11.10233150 1 -4 -7.19902768 2 46
## 905 1 -26.13487954 1 7 -7.19902768 3 46
## 906 1 11.85119163 1 3 -7.19902768 4 46
## 907 1 17.29334549 1 4 -7.19902768 5 46
## 908 1 -13.76646913 1 0 -7.19902768 6 46
## 909 1 32.52781635 1 1 -7.19902768 7 46
## 910 1 -1.28290976 1 -1 -7.19902768 8 46
## 911 1 1.62324940 1 3 -7.19902768 9 46
## 912 1 -18.77151046 1 1 -7.19902768 10 46
## 913 1 -1.26748085 1 3 -7.19902768 11 46
## 914 1 9.74173688 1 -7 -7.19902768 12 46
## 915 1 -19.74100958 1 3 -7.19902768 13 46
## 916 1 -29.28688561 1 4 -7.19902768 14 46
## 917 1 -16.64339481 1 2 -7.19902768 15 46
## 918 1 9.99700687 1 5 -7.19902768 16 46
## 919 1 -11.53582162 1 1 -7.19902768 17 46
## 920 1 22.66506496 1 -4 -7.19902768 18 46
## 921 1 46.23478835 1 -6 -7.19902768 19 46
## 922 1 -21.90877303 1 -2 -7.19902768 20 46
## 923 1 9.94491021 1 1 -7.19902768 21 46
## 924 1 -27.74915822 1 2 -7.19902768 22 46
## 925 1 1.27070254 1 -7 -7.19902768 23 46
## 926 1 -7.81160947 1 1 -7.19902768 24 46
## 927 1 10.25417830 1 0 -7.19902768 25 46
## 928 1 18.56186708 1 6 12.44697275 1 47
## 929 1 4.67447265 1 7 12.44697275 2 47
## 930 1 -31.07146657 1 -1 12.44697275 3 47
## 931 1 -42.95631273 1 2 12.44697275 4 47
## 932 1 -12.80239069 1 5 12.44697275 5 47
## 933 1 13.12596485 1 -4 12.44697275 6 47
## 934 1 7.78170540 1 5 12.44697275 7 47
## 935 1 36.93399818 1 3 12.44697275 8 47
## 936 1 9.64808142 1 -2 12.44697275 9 47
## 937 1 3.36535690 1 2 12.44697275 10 47
## 938 1 25.60177160 1 -3 12.44697275 11 47
## 939 1 -13.76471099 1 -6 12.44697275 12 47
## 940 1 -16.15554217 1 -4 12.44697275 13 47
## 941 1 9.14265887 1 0 12.44697275 14 47
## 942 1 -10.16665874 1 2 12.44697275 15 47
## 943 1 9.86948550 1 -4 12.44697275 16 47
## 944 1 17.72986785 1 -4 12.44697275 17 47
## 945 1 -17.81587825 1 1 12.44697275 18 47
## 946 1 -12.40188052 1 -3 -9.25241417 1 48
## 947 1 -36.71843253 1 0 -9.25241417 2 48
## 948 1 17.74084987 1 2 -9.25241417 3 48
## 949 1 -46.52346453 1 1 -9.25241417 4 48
## 950 1 -14.13607917 1 0 -9.25241417 5 48
## 951 1 -18.29767206 1 5 -9.25241417 6 48
## 952 1 -1.93532841 1 6 -9.25241417 7 48
## 953 1 13.20919668 1 -3 -9.25241417 8 48
## 954 1 -11.50680909 1 2 -9.25241417 9 48
## 955 1 6.86304723 1 -1 -9.25241417 10 48
## 956 1 -3.13158379 1 7 -9.25241417 11 48
## 957 1 33.55667942 1 7 -9.25241417 12 48
## 958 1 -25.61738056 1 -1 -9.25241417 13 48
## 959 1 -40.95290696 1 7 -9.25241417 14 48
## 960 1 -7.40563832 1 -7 -9.25241417 15 48
## 961 1 16.95165703 1 -2 -9.25241417 16 48
## 962 1 -34.67852012 1 -5 -9.25241417 17 48
## 963 1 3.94893845 1 -5 -9.25241417 18 48
## 964 1 -8.08792868 0 -7 1.68289801 1 49
## 965 1 -10.32666215 0 0 1.68289801 2 49
## 966 1 5.74443558 0 -3 1.68289801 3 49
## 967 1 0.06302079 0 1 1.68289801 4 49
## 968 1 -13.74253778 0 -5 1.68289801 5 49
## 969 1 16.13300232 0 -3 1.68289801 6 49
## 970 1 -12.65200342 0 -2 1.68289801 7 49
## 971 1 -21.79574378 0 -6 1.68289801 8 49
## 972 1 10.35498458 0 -1 1.68289801 9 49
## 973 1 -16.06383408 0 -7 1.68289801 10 49
## 974 1 12.39081411 0 -6 1.68289801 11 49
## 975 1 20.57879386 0 -3 1.68289801 12 49
## 976 1 -21.70131937 0 0 1.68289801 13 49
## 977 1 4.69270858 0 4 1.68289801 14 49
## 978 1 -5.98175400 0 -3 1.68289801 15 49
## 979 1 32.04969586 0 6 1.68289801 16 49
## 980 1 32.52361099 1 5 2.93956917 1 50
## 981 1 1.39731003 1 -2 2.93956917 2 50
## 982 1 17.79971824 1 3 2.93956917 3 50
## 983 1 9.90909023 1 6 2.93956917 4 50
## 984 1 -9.96776274 1 -1 2.93956917 5 50
## 985 1 -0.25949841 1 -5 2.93956917 6 50
## 986 1 -3.25132451 1 7 2.93956917 7 50
## 987 1 1.30051771 1 -3 2.93956917 8 50
## 988 1 31.37317823 1 6 2.93956917 9 50
## 989 1 -6.53553405 1 3 2.93956917 10 50
## 990 1 -20.95860695 1 7 2.93956917 11 50
## 991 1 7.64779119 1 1 2.93956917 12 50
## 992 1 4.24546240 1 -1 2.93956917 13 50
## 993 1 -21.18271105 1 7 2.93956917 14 50
## 994 1 -17.81638545 1 5 2.93956917 15 50
## 995 1 3.50582976 1 0 2.93956917 16 50
## 996 1 17.34068879 1 -4 2.93956917 17 50
## error int_classroom fixed_outcome random_effects achievement
## 1 0.923483729 1.9966433 52.23042 1.9966433 55.15054
## 2 2.623908296 1.9966433 46.17373 1.9966433 50.79428
## 3 -2.393163895 1.9966433 55.16835 1.9966433 54.77183
## 4 1.584959443 1.9966433 52.87306 1.9966433 56.45467
## 5 1.280646858 1.9966433 59.33749 1.9966433 62.61478
## 6 1.219011699 1.9966433 66.24167 1.9966433 69.45732
## 7 3.117010579 1.9966433 50.53751 1.9966433 55.65117
## 8 5.853175504 1.9966433 56.54155 1.9966433 64.39137
## 9 3.928159282 1.9966433 53.65454 1.9966433 59.57934
## 10 -2.597676822 1.9966433 61.14877 1.9966433 60.54774
## 11 -1.694898013 1.9966433 45.81709 1.9966433 46.11884
## 12 0.296846335 1.9966433 53.07936 1.9966433 55.37285
## 13 -1.246583837 1.9966433 77.50029 1.9966433 78.25035
## 14 -0.370306664 1.9966433 52.32952 1.9966433 53.95585
## 15 2.431370300 1.9966433 55.51065 1.9966433 59.93867
## 16 -6.337490897 1.9966433 54.31106 1.9966433 49.97021
## 17 -0.102595972 1.9966433 70.93566 1.9966433 72.82971
## 18 -0.339910253 1.9966433 47.60282 1.9966433 49.25955
## 19 -0.576052221 1.9966433 53.02025 1.9966433 54.44084
## 20 -2.631795296 1.9966433 45.47940 1.9966433 44.84425
## 21 -0.011330567 1.9966433 51.66869 1.9966433 53.65400
## 22 -0.543807403 1.9966433 51.87766 1.9966433 53.33050
## 23 4.594546035 -1.3133408 42.41799 -1.3133408 45.69919
## 24 -3.143315413 -1.3133408 55.18891 -1.3133408 50.73225
## 25 2.664700112 -1.3133408 51.15786 -1.3133408 52.50922
## 26 5.058994363 -1.3133408 67.76701 -1.3133408 71.51267
## 27 -0.699446080 -1.3133408 49.14798 -1.3133408 47.13519
## 28 0.037315488 -1.3133408 52.58457 -1.3133408 51.30855
## 29 -1.328480200 -1.3133408 53.75592 -1.3133408 51.11410
## 30 1.783852188 -1.3133408 53.58909 -1.3133408 54.05960
## 31 -2.336507242 -1.3133408 39.92936 -1.3133408 36.27951
## 32 -2.125568829 -1.3133408 48.32012 -1.3133408 44.88121
## 33 3.004636815 -1.3133408 52.18674 -1.3133408 53.87803
## 34 1.019993741 -1.3133408 42.33284 -1.3133408 42.03950
## 35 -3.140572813 -1.3133408 51.77831 -1.3133408 47.32439
## 36 4.233939368 -1.3133408 42.85108 -1.3133408 45.77168
## 37 -0.843357559 -1.3133408 41.61981 -1.3133408 39.46311
## 38 -2.609503504 -1.3133408 42.84142 -1.3133408 38.91858
## 39 1.049754126 -1.3133408 55.16880 -1.3133408 54.90521
## 40 1.890027135 -1.3133408 42.08204 -1.3133408 42.65872
## 41 -3.821920581 -1.3133408 43.63905 -1.3133408 38.50379
## 42 -0.191401395 -1.3133408 55.12968 -1.3133408 53.62494
## 43 0.308513290 -0.2646706 65.09740 -0.2646706 65.14125
## 44 1.853695678 -0.2646706 51.89189 -0.2646706 53.48092
## 45 -0.335458032 -0.2646706 57.34385 -0.2646706 56.74372
## 46 -3.048821020 -0.2646706 39.63605 -0.2646706 36.32256
## 47 -0.903135274 -0.2646706 43.98431 -0.2646706 42.81651
## 48 -2.771990913 -0.2646706 53.71681 -0.2646706 50.68015
## 49 0.528900273 -0.2646706 42.83973 -0.2646706 43.10396
## 50 3.342576679 -0.2646706 57.70603 -0.2646706 60.78394
## 51 1.036316123 -0.2646706 50.77386 -0.2646706 51.54551
## 52 0.298636218 -0.2646706 51.72841 -0.2646706 51.76237
## 53 -3.970632317 -0.2646706 45.60729 -0.2646706 41.37199
## 54 -4.852936002 -0.2646706 43.29593 -0.2646706 38.17833
## 55 1.864196633 -0.2646706 48.13452 -0.2646706 49.73405
## 56 -1.611666622 -0.2646706 47.39989 -0.2646706 45.52356
## 57 -2.943340675 -0.2646706 56.24337 -0.2646706 53.03536
## 58 2.153632238 -0.2646706 41.25711 -0.2646706 43.14607
## 59 2.648916594 1.0235833 54.20625 1.0235833 57.87875
## 60 1.748045258 1.0235833 45.05848 1.0235833 47.83010
## 61 6.327819714 1.0235833 45.99371 1.0235833 53.34512
## 62 0.190121778 1.0235833 67.61776 1.0235833 68.83146
## 63 -3.330777674 1.0235833 69.67938 1.0235833 67.37218
## 64 3.725204558 1.0235833 53.00354 1.0235833 57.75233
## 65 3.451932675 1.0235833 50.60240 1.0235833 55.07792
## 66 0.189862442 1.0235833 48.94592 1.0235833 50.15936
## 67 2.714557764 1.0235833 47.37353 1.0235833 51.11167
## 68 2.135040119 1.0235833 57.01034 1.0235833 60.16896
## 69 4.746549963 1.0235833 58.00288 1.0235833 63.77301
## 70 0.844065202 1.0235833 45.69951 1.0235833 47.56716
## 71 0.655153084 1.0235833 65.89027 1.0235833 67.56900
## 72 1.945835181 1.0235833 50.11425 1.0235833 53.08367
## 73 0.879420927 1.0235833 55.30002 1.0235833 57.20302
## 74 -0.070570872 1.0235833 42.81140 1.0235833 43.76441
## 75 3.491405112 1.0235833 63.70690 1.0235833 68.22189
## 76 -0.211036970 -5.7360735 51.85254 -5.7360735 45.90543
## 77 -4.876180996 -5.7360735 54.97264 -5.7360735 44.36038
## 78 -2.640330736 -5.7360735 61.43436 -5.7360735 53.05795
## 79 0.138798917 -5.7360735 41.17910 -5.7360735 35.58182
## 80 -1.891247701 -5.7360735 52.60005 -5.7360735 44.97273
## 81 -2.459541283 -5.7360735 52.29751 -5.7360735 44.10189
## 82 -1.233072770 -5.7360735 44.24870 -5.7360735 37.27956
## 83 3.030060866 -5.7360735 44.36339 -5.7360735 41.65738
## 84 -2.229568865 -5.7360735 58.65209 -5.7360735 50.68645
## 85 2.475600400 -5.7360735 47.67507 -5.7360735 44.41460
## 86 1.788676714 -5.7360735 44.60924 -5.7360735 40.66184
## 87 -5.375497429 -5.7360735 53.96342 -5.7360735 42.85185
## 88 -0.350777721 -5.7360735 59.30041 -5.7360735 53.21356
## 89 2.529581778 -5.7360735 49.28969 -5.7360735 46.08320
## 90 2.660963803 -5.7360735 48.16748 -5.7360735 45.09237
## 91 -0.934587580 -5.7360735 55.18955 -5.7360735 48.51889
## 92 -3.151042253 -5.7360735 43.32358 -5.7360735 34.43646
## 93 -2.350885288 -5.7360735 57.58735 -5.7360735 49.50039
## 94 1.171437505 -5.7360735 54.83156 -5.7360735 50.26692
## 95 -1.434002806 -5.7360735 59.00787 -5.7360735 51.83779
## 96 -3.795488976 -5.7360735 45.04896 -5.7360735 35.51739
## 97 0.463498627 -5.7360735 52.43641 -5.7360735 47.16383
## 98 1.279615965 2.1917760 47.91955 2.1917760 51.39094
## 99 -1.928867650 2.1917760 47.73339 2.1917760 47.99630
## 100 2.893281142 2.1917760 41.40421 2.1917760 46.48927
## 101 -1.722537457 2.1917760 52.89599 2.1917760 53.36522
## 102 -3.125290225 2.1917760 58.33767 2.1917760 57.40416
## 103 6.775608033 2.1917760 43.44412 2.1917760 52.41150
## 104 1.351280092 2.1917760 36.37851 2.1917760 39.92156
## 105 0.034391610 2.1917760 54.81411 2.1917760 57.04028
## 106 4.532067501 2.1917760 60.87223 2.1917760 67.59607
## 107 7.143309556 2.1917760 42.65611 2.1917760 51.99120
## 108 0.749122196 2.1917760 31.09775 2.1917760 34.03865
## 109 -0.880451135 2.1917760 68.45204 2.1917760 69.76336
## 110 -0.744714218 2.1917760 55.39780 2.1917760 56.84486
## 111 -5.977504608 2.1917760 32.28428 2.1917760 28.49855
## 112 5.148845562 2.1917760 53.55634 2.1917760 60.89696
## 113 -4.434964183 2.1917760 53.68451 2.1917760 51.44132
## 114 -4.720598801 2.1917760 45.09228 2.1917760 42.56346
## 115 -4.979319180 2.1917760 68.52029 2.1917760 65.73275
## 116 2.613642590 2.1917760 35.93850 2.1917760 40.74392
## 117 -3.149494358 2.1917760 48.83862 2.1917760 47.88090
## 118 -9.761887348 2.1917760 64.47589 2.1917760 56.90577
## 119 3.513859933 2.1917760 42.83392 2.1917760 48.53955
## 120 1.321201628 2.1917760 42.19429 2.1917760 45.70727
## 121 4.058748277 2.0940562 54.24828 2.0940562 60.40108
## 122 3.397111064 2.0940562 55.03610 2.0940562 60.52727
## 123 0.059939177 2.0940562 41.72906 2.0940562 43.88306
## 124 -2.304981004 2.0940562 50.79365 2.0940562 50.58272
## 125 1.400957745 2.0940562 37.27625 2.0940562 40.77126
## 126 -4.413665932 2.0940562 50.26949 2.0940562 47.94988
## 127 0.057522154 2.0940562 59.59317 2.0940562 61.74474
## 128 4.694192038 2.0940562 44.58801 2.0940562 51.37626
## 129 -1.222698254 2.0940562 69.48591 2.0940562 70.35727
## 130 0.041345490 2.0940562 64.70764 2.0940562 66.84304
## 131 -4.542699141 2.0940562 57.41142 2.0940562 54.96278
## 132 -4.001152172 2.0940562 48.67314 2.0940562 46.76605
## 133 -1.530238196 2.0940562 42.83300 2.0940562 43.39682
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## 680 1.980723038 -0.3385501 52.42554 -0.3385501 54.06771
## 681 2.562555261 -0.3385501 46.45107 -0.3385501 48.67508
## 682 2.557220294 -0.3385501 61.53524 -0.3385501 63.75391
## 683 -2.395558321 -0.3385501 50.66200 -0.3385501 47.92789
## 684 2.954424060 -0.3385501 54.04704 -0.3385501 56.66291
## 685 0.031109605 -0.3385501 52.91511 -0.3385501 52.60767
## 686 1.246814930 -0.3385501 47.77179 -0.3385501 48.68006
## 687 -3.817035389 -0.3385501 50.86364 -0.3385501 46.70805
## 688 -1.345122017 1.3002079 62.80568 1.3002079 62.76076
## 689 -1.198427470 1.3002079 49.23388 1.3002079 49.33566
## 690 3.157294977 1.3002079 42.05669 1.3002079 46.51419
## 691 2.715561759 1.3002079 46.03309 1.3002079 50.04886
## 692 3.247714407 1.3002079 47.55676 1.3002079 52.10469
## 693 5.556608062 1.3002079 49.48897 1.3002079 56.34578
## 694 3.752721256 1.3002079 53.19805 1.3002079 58.25098
## 695 1.710243851 1.3002079 46.87581 1.3002079 49.88626
## 696 -1.954909028 1.3002079 61.45732 1.3002079 60.80262
## 697 -5.154606358 1.3002079 52.97931 1.3002079 49.12491
## 698 1.169106377 1.3002079 54.88603 1.3002079 57.35534
## 699 3.621808067 1.3002079 59.38487 1.3002079 64.30688
## 700 -3.346832386 1.3002079 60.06503 1.3002079 58.01840
## 701 -4.052661840 1.3002079 43.32667 1.3002079 40.57422
## 702 -0.024200541 1.3002079 50.49525 1.3002079 51.77125
## 703 1.630407619 1.3002079 47.36382 1.3002079 50.29444
## 704 0.947156818 1.3002079 57.16551 1.3002079 59.41287
## 705 1.401507266 1.3002079 39.30572 1.3002079 42.00744
## 706 3.019436761 1.3002079 60.05175 1.3002079 64.37140
## 707 4.461975719 1.3002079 45.55469 1.3002079 51.31687
## 708 0.626236872 1.3002079 50.29652 1.3002079 52.22296
## 709 0.351490182 1.3002079 57.03108 1.3002079 58.68278
## 710 -0.979660067 1.3002079 48.37327 1.3002079 48.69382
## 711 4.801155713 -3.1031232 48.79007 -3.1031232 50.48810
## 712 2.938849057 -3.1031232 58.01870 -3.1031232 57.85442
## 713 3.499607373 -3.1031232 54.95915 -3.1031232 55.35563
## 714 3.480088926 -3.1031232 57.07647 -3.1031232 57.45344
## 715 2.715915241 -3.1031232 67.71421 -3.1031232 67.32701
## 716 -2.035870162 -3.1031232 42.51671 -3.1031232 37.37772
## 717 3.737205428 -3.1031232 50.72568 -3.1031232 51.35976
## 718 -2.979694868 -3.1031232 58.87834 -3.1031232 52.79553
## 719 0.425030227 -3.1031232 63.13701 -3.1031232 60.45892
## 720 2.213182759 -3.1031232 47.49832 -3.1031232 46.60838
## 721 -4.527015456 -3.1031232 55.25338 -3.1031232 47.62324
## 722 -3.190333541 -3.1031232 68.56508 -3.1031232 62.27162
## 723 3.953286291 -3.1031232 44.83495 -3.1031232 45.68511
## 724 -0.324818403 -3.1031232 43.74193 -3.1031232 40.31399
## 725 2.738522088 -3.1031232 47.83466 -3.1031232 47.47005
## 726 -6.191233260 -3.1031232 48.44893 -3.1031232 39.15458
## 727 3.288531629 0.7273627 65.94338 0.7273627 69.95927
## 728 1.198883749 0.7273627 55.47133 0.7273627 57.39758
## 729 -3.744328566 0.7273627 70.07600 0.7273627 67.05903
## 730 2.120814484 0.7273627 67.96277 0.7273627 70.81095
## 731 -5.487600141 0.7273627 39.72327 0.7273627 34.96303
## 732 -6.870694500 0.7273627 63.06030 0.7273627 56.91697
## 733 1.432191189 0.7273627 67.21470 0.7273627 69.37425
## 734 -3.410817253 0.7273627 42.81158 0.7273627 40.12813
## 735 6.913418021 0.7273627 51.08021 0.7273627 58.72099
## 736 -0.033898598 0.7273627 54.51634 0.7273627 55.20980
## 737 -2.575198064 0.7273627 59.13708 0.7273627 57.28924
## 738 -6.532875803 0.7273627 53.13329 0.7273627 47.32778
## 739 0.477824342 0.7273627 64.11801 0.7273627 65.32320
## 740 -1.101108351 0.7273627 67.92718 0.7273627 67.55343
## 741 -0.947550636 0.7273627 59.78137 0.7273627 59.56118
## 742 -0.312494183 0.7273627 54.82606 0.7273627 55.24093
## 743 2.955594504 0.7273627 66.13659 0.7273627 69.81955
## 744 -2.459892184 0.7273627 49.83079 0.7273627 48.09826
## 745 -1.230210640 0.7273627 52.41120 0.7273627 51.90835
## 746 3.241970362 0.7273627 37.46099 0.7273627 41.43032
## 747 -4.137052636 0.7273627 51.57527 0.7273627 48.16558
## 748 -0.766439078 0.7273627 52.87263 0.7273627 52.83355
## 749 -2.299324914 0.7273627 66.24493 0.7273627 64.67297
## 750 2.673018398 0.7273627 57.27919 0.7273627 60.67957
## 751 1.758422270 0.7273627 57.60662 0.7273627 60.09241
## 752 -1.327171921 -2.2068235 55.91031 -2.2068235 52.37632
## 753 -4.842452996 -2.2068235 55.37303 -2.2068235 48.32375
## 754 -3.114716349 -2.2068235 54.37532 -2.2068235 49.05378
## 755 6.272084044 -2.2068235 50.44312 -2.2068235 54.50838
## 756 -1.097301265 -2.2068235 42.63255 -2.2068235 39.32843
## 757 -3.783081646 -2.2068235 39.30428 -2.2068235 33.31438
## 758 -4.772689871 -2.2068235 55.26122 -2.2068235 48.28170
## 759 -0.084454183 -2.2068235 58.51665 -2.2068235 56.22537
## 760 1.881052870 -2.2068235 53.96362 -2.2068235 53.63784
## 761 -2.432210336 -2.2068235 29.44856 -2.2068235 24.80953
## 762 -0.607053905 -2.2068235 41.66332 -2.2068235 38.84944
## 763 4.465073438 -2.2068235 52.84606 -2.2068235 55.10431
## 764 -1.591059909 -2.2068235 54.55795 -2.2068235 50.76006
## 765 -3.224284001 -2.2068235 47.35836 -2.2068235 41.92726
## 766 -1.506334649 -2.2068235 59.85444 -2.2068235 56.14128
## 767 -1.711697206 -2.2068235 42.34741 -2.2068235 38.42889
## 768 -1.794476500 -2.2068235 59.52773 -2.2068235 55.52643
## 769 -2.364709525 -2.2068235 49.54510 -2.2068235 44.97357
## 770 -0.530534749 -2.2068235 53.78356 -2.2068235 51.04620
## 771 2.206717775 -2.2068235 46.02277 -2.2068235 46.02266
## 772 -0.028703244 -2.2068235 52.07928 -2.2068235 49.84375
## 773 -4.070489114 -2.2106330 49.86446 -2.2106330 43.58334
## 774 1.611024171 -2.2106330 53.00964 -2.2106330 52.41003
## 775 3.132245215 -2.2106330 56.13639 -2.2106330 57.05800
## 776 0.692969486 -2.2106330 71.63475 -2.2106330 70.11708
## 777 4.116683044 -2.2106330 58.50980 -2.2106330 60.41585
## 778 1.525905368 -2.2106330 56.49565 -2.2106330 55.81092
## 779 1.949221986 -2.2106330 55.03513 -2.2106330 54.77372
## 780 -3.779796389 -2.2106330 37.48716 -2.2106330 31.49673
## 781 1.590163366 -2.2106330 54.12877 -2.2106330 53.50830
## 782 1.117693691 -2.2106330 50.39855 -2.2106330 49.30561
## 783 -3.924715400 -2.2106330 46.13849 -2.2106330 40.00314
## 784 1.211366079 -2.2106330 52.39873 -2.2106330 51.39947
## 785 2.221204100 -2.2106330 47.69998 -2.2106330 47.71055
## 786 1.217480135 -2.2106330 57.65873 -2.2106330 56.66558
## 787 -2.451692308 -2.2106330 47.09698 -2.2106330 42.43465
## 788 0.614022210 3.0839940 52.96976 3.0839940 56.66778
## 789 1.103130019 3.0839940 45.73516 3.0839940 49.92228
## 790 -1.386806459 3.0839940 43.06470 3.0839940 44.76189
## 791 0.183345550 3.0839940 35.93880 3.0839940 39.20614
## 792 -0.255089379 3.0839940 51.50459 3.0839940 54.33349
## 793 2.801146902 3.0839940 61.62600 3.0839940 67.51114
## 794 -2.208307567 3.0839940 52.63781 3.0839940 53.51350
## 795 3.400829969 3.0839940 52.95419 3.0839940 59.43901
## 796 0.779420416 3.0839940 37.29455 3.0839940 41.15796
## 797 1.055894049 3.0839940 51.16336 3.0839940 55.30325
## 798 -0.692984573 3.0839940 50.14587 3.0839940 52.53688
## 799 -1.749728376 3.0839940 59.02157 3.0839940 60.35584
## 800 4.036343394 3.0839940 47.23111 3.0839940 54.35145
## 801 -5.055011809 3.0839940 58.29058 3.0839940 56.31956
## 802 -0.781157560 3.0839940 51.86744 3.0839940 54.17027
## 803 4.097132852 3.0839940 40.80228 3.0839940 47.98341
## 804 0.018044770 3.0839940 51.29409 3.0839940 54.39613
## 805 0.438144224 3.0839940 62.85358 3.0839940 66.37572
## 806 2.919886522 3.0839940 48.16390 3.0839940 54.16779
## 807 5.272186476 1.6923657 60.48334 1.6923657 67.44789
## 808 3.563975917 1.6923657 55.36729 1.6923657 60.62363
## 809 0.654615652 1.6923657 60.50972 1.6923657 62.85670
## 810 1.882965554 1.6923657 38.85374 1.6923657 42.42908
## 811 0.291755317 1.6923657 60.01266 1.6923657 61.99678
## 812 0.269413497 1.6923657 53.93261 1.6923657 55.89439
## 813 1.425231510 1.6923657 55.12434 1.6923657 58.24193
## 814 -3.825673224 1.6923657 50.40980 1.6923657 48.27649
## 815 -0.079579727 1.6923657 52.46412 1.6923657 54.07691
## 816 4.983994699 1.6923657 52.45956 1.6923657 59.13592
## 817 0.825475139 1.6923657 39.15559 1.6923657 41.67343
## 818 3.912868385 1.6923657 42.88033 1.6923657 48.48556
## 819 -2.939586907 1.6923657 54.94675 1.6923657 53.69953
## 820 -1.588837910 1.6923657 40.96470 1.6923657 41.06823
## 821 5.226036013 1.6923657 51.96529 1.6923657 58.88369
## 822 -0.513401429 1.6923657 41.26131 1.6923657 42.44027
## 823 0.309879461 1.6923657 29.08449 1.6923657 31.08674
## 824 5.418738728 -1.2768382 45.08719 -1.2768382 49.22909
## 825 0.843074103 -1.2768382 49.80813 -1.2768382 49.37436
## 826 2.994035078 -1.2768382 48.63466 -1.2768382 50.35186
## 827 4.136848036 -1.2768382 44.99374 -1.2768382 47.85375
## 828 1.718572228 -1.2768382 44.70929 -1.2768382 45.15103
## 829 -0.716606555 -1.2768382 64.01675 -1.2768382 62.02330
## 830 1.055970562 -1.2768382 41.49609 -1.2768382 41.27522
## 831 -2.666922632 -1.2768382 52.99283 -1.2768382 49.04907
## 832 -3.669945634 -1.2768382 61.35389 -1.2768382 56.40711
## 833 -2.212042614 -1.2768382 46.99753 -1.2768382 43.50865
## 834 -2.926968737 -1.2768382 46.88516 -1.2768382 42.68135
## 835 -10.948629000 -1.2768382 58.75699 -1.2768382 46.53152
## 836 -5.412089412 -1.2768382 59.28171 -1.2768382 52.59278
## 837 -4.313905681 -1.2768382 46.62141 -1.2768382 41.03067
## 838 -1.179251072 -1.2768382 48.50206 -1.2768382 46.04597
## 839 -5.588387734 -1.2768382 48.30612 -1.2768382 41.44089
## 840 1.706577493 -1.2768382 45.30063 -1.2768382 45.73037
## 841 -9.161390079 -1.2768382 42.32940 -1.2768382 31.89117
## 842 1.421854229 -1.2768382 44.83155 -1.2768382 44.97656
## 843 -2.169172287 -1.2768382 43.96054 -1.2768382 40.51453
## 844 4.326719111 -1.2768382 52.29510 -1.2768382 55.34498
## 845 -4.851347335 -1.2768382 55.99648 -1.2768382 49.86830
## 846 0.438750572 -1.2768382 58.80400 -1.2768382 57.96592
## 847 5.450938892 -1.2768382 45.73112 -1.2768382 49.90522
## 848 -1.038501565 2.6586867 43.41727 2.6586867 45.03745
## 849 0.511781595 2.6586867 51.83851 2.6586867 55.00898
## 850 1.669953751 2.6586867 49.37459 2.6586867 53.70323
## 851 1.585105341 2.6586867 50.27447 2.6586867 54.51826
## 852 -0.125472879 2.6586867 64.74021 2.6586867 67.27343
## 853 -1.010357899 2.6586867 49.45966 2.6586867 51.10799
## 854 3.449915216 2.6586867 50.93905 2.6586867 57.04765
## 855 -3.153066784 2.6586867 47.57229 2.6586867 47.07791
## 856 0.579582126 2.6586867 65.33142 2.6586867 68.56968
## 857 2.540986438 2.6586867 50.37498 2.6586867 55.57466
## 858 0.237189727 2.6586867 55.06241 2.6586867 57.95829
## 859 -5.656294417 2.6586867 51.62260 2.6586867 48.62500
## 860 5.421552781 2.6586867 55.71840 2.6586867 63.79864
## 861 4.947716241 2.6586867 36.52582 2.6586867 44.13222
## 862 0.218606122 2.6586867 64.13411 2.6586867 67.01140
## 863 -1.290649284 1.7031770 61.24147 1.7031770 61.65400
## 864 2.496985029 1.7031770 55.44115 1.7031770 59.64132
## 865 -2.304533982 1.7031770 48.65784 1.7031770 48.05648
## 866 5.638158962 1.7031770 54.48338 1.7031770 61.82471
## 867 2.712110290 1.7031770 46.36402 1.7031770 50.77931
## 868 2.387015732 1.7031770 65.14607 1.7031770 69.23626
## 869 0.552278447 1.7031770 56.86575 1.7031770 59.12120
## 870 -2.711591822 1.7031770 50.25757 1.7031770 49.24916
## 871 -3.682611952 1.7031770 55.63191 1.7031770 53.65247
## 872 0.370816499 1.7031770 63.35592 1.7031770 65.42992
## 873 3.551554118 1.7031770 68.55948 1.7031770 73.81421
## 874 1.966091453 1.7031770 54.16479 1.7031770 57.83405
## 875 -2.135024080 1.7031770 52.98669 1.7031770 52.55484
## 876 0.500859312 1.7031770 42.43743 1.7031770 44.64146
## 877 -1.172407012 1.7031770 53.06011 1.7031770 53.59088
## 878 -1.256342270 1.7031770 50.04943 1.7031770 50.49627
## 879 -0.999443117 1.7031770 35.35515 1.7031770 36.05889
## 880 -4.515872404 -2.7118350 50.89626 -2.7118350 43.66855
## 881 -2.879614268 -2.7118350 64.98627 -2.7118350 59.39482
## 882 -6.660890694 -2.7118350 49.19254 -2.7118350 39.81981
## 883 1.246426762 -2.7118350 50.80936 -2.7118350 49.34395
## 884 -5.697635940 -2.7118350 49.99255 -2.7118350 41.58308
## 885 3.637459769 -2.7118350 43.95401 -2.7118350 44.87964
## 886 3.019364228 -2.7118350 47.10047 -2.7118350 47.40800
## 887 -2.723481967 -2.7118350 52.28096 -2.7118350 46.84565
## 888 -0.128497183 -2.7118350 36.90949 -2.7118350 34.06916
## 889 2.283445279 -2.7118350 48.39307 -2.7118350 47.96468
## 890 2.168410655 -2.7118350 40.31938 -2.7118350 39.77595
## 891 2.830481238 -2.7118350 42.68196 -2.7118350 42.80061
## 892 4.786082415 -2.7118350 41.30989 -2.7118350 43.38414
## 893 -1.895805104 -2.7118350 54.08890 -2.7118350 49.48126
## 894 0.871208140 -2.7118350 44.16044 -2.7118350 42.31981
## 895 -0.876512673 -2.7118350 67.28123 -2.7118350 63.69288
## 896 -1.824590576 -2.7118350 61.11804 -2.7118350 56.58161
## 897 4.470640524 -2.7118350 57.99101 -2.7118350 59.74981
## 898 2.373842944 -2.7118350 47.69917 -2.7118350 47.36118
## 899 -4.760668595 -2.7118350 52.79180 -2.7118350 45.31929
## 900 0.647599877 -2.7118350 52.47720 -2.7118350 50.41296
## 901 2.453550606 -2.7118350 33.31705 -2.7118350 33.05876
## 902 2.395730349 -2.7118350 42.06653 -2.7118350 41.75043
## 903 3.248190162 1.0796442 48.53176 1.0796442 52.85959
## 904 -2.726353868 1.0796442 44.55931 1.0796442 42.91260
## 905 -2.612647793 1.0796442 39.64629 1.0796442 38.11329
## 906 -1.755745267 1.0796442 54.44072 1.0796442 53.76462
## 907 2.173884484 1.0796442 56.71758 1.0796442 59.97111
## 908 -1.647464107 1.0796442 43.89366 1.0796442 43.32584
## 909 0.149890993 1.0796442 62.51137 1.0796442 63.74090
## 910 -2.767570900 1.0796442 48.78708 1.0796442 47.09915
## 911 0.049445548 1.0796442 50.34954 1.0796442 51.47863
## 912 2.989276493 1.0796442 41.99164 1.0796442 46.06056
## 913 -0.447764356 1.0796442 49.19325 1.0796442 49.82513
## 914 1.149481649 1.0796442 52.59694 1.0796442 54.82606
## 915 -3.013532611 1.0796442 41.80384 1.0796442 39.86995
## 916 -0.571737256 1.0796442 38.08549 1.0796442 38.59340
## 917 -4.791483860 1.0796442 42.94289 1.0796442 39.23105
## 918 -0.142785013 1.0796442 53.89905 1.0796442 54.83591
## 919 2.055691487 1.0796442 44.88591 1.0796442 48.02125
## 920 -3.214250652 1.0796442 58.06627 1.0796442 55.93166
## 921 1.138207279 1.0796442 67.29416 1.0796442 69.51201
## 922 -2.971093216 1.0796442 40.43673 1.0796442 38.54528
## 923 -2.617281517 1.0796442 53.47821 1.0796442 51.94057
## 924 -2.256941170 1.0796442 38.50058 1.0796442 37.32328
## 925 1.212420683 1.0796442 49.20852 1.0796442 51.50059
## 926 2.151882953 1.0796442 46.37560 1.0796442 49.60713
## 927 6.484545126 1.0796442 53.50191 1.0796442 61.06610
## 928 0.291005853 3.9385247 62.33649 3.9385247 66.56602
## 929 -2.591229744 3.9385247 56.88153 3.9385247 58.22883
## 930 3.428806793 3.9385247 41.78316 3.9385247 49.15049
## 931 -0.384281298 3.9385247 37.32922 3.9385247 40.88346
## 932 -1.228287902 3.9385247 49.69079 3.9385247 52.40102
## 933 -2.821579522 3.9385247 59.16213 3.9385247 60.27907
## 934 4.378615462 3.9385247 57.92443 3.9385247 66.24157
## 935 -0.659654064 3.9385247 69.38534 3.9385247 72.66421
## 936 -2.446379524 3.9385247 57.97098 3.9385247 59.46312
## 937 -2.185228897 3.9385247 55.85789 3.9385247 57.61118
## 938 2.630182364 3.9385247 64.25245 3.9385247 70.82116
## 939 6.046783832 3.9385247 48.20586 3.9385247 58.19117
## 940 -2.739780569 3.9385247 47.44953 3.9385247 48.64827
## 941 -3.831669142 3.9385247 57.96881 3.9385247 58.07566
## 942 -2.795693012 3.9385247 50.44508 3.9385247 51.58791
## 943 -4.666532991 3.9385247 57.85954 3.9385247 57.13153
## 944 -2.090803435 3.9385247 61.00369 3.9385247 62.85141
## 945 3.812730131 3.9385247 47.28539 3.9385247 55.03665
## 946 5.456339963 0.4107192 43.62614 0.4107192 49.49320
## 947 -1.760345962 0.4107192 34.19952 0.4107192 32.84990
## 948 -6.155783557 0.4107192 56.18324 0.4107192 50.43817
## 949 -2.089162387 0.4107192 30.37751 0.4107192 28.69907
## 950 -7.229253024 0.4107192 43.23246 0.4107192 36.41393
## 951 -1.461656509 0.4107192 42.06783 0.4107192 41.01689
## 952 -0.168103337 0.4107192 48.71277 0.4107192 48.95538
## 953 -7.903006310 0.4107192 53.87058 0.4107192 46.37829
## 954 1.709670693 0.4107192 44.48417 0.4107192 46.60456
## 955 1.583448234 0.4107192 51.53212 0.4107192 53.52628
## 956 -1.068356590 0.4107192 48.33426 0.4107192 47.67663
## 957 0.488409869 0.4107192 63.00957 0.4107192 63.90870
## 958 0.059231074 0.4107192 38.53994 0.4107192 39.00989
## 959 4.058916748 0.4107192 33.20573 0.4107192 37.67537
## 960 -0.127065862 0.4107192 45.22464 0.4107192 45.50829
## 961 0.602388274 0.4107192 55.46756 0.4107192 56.48067
## 962 1.679619872 0.4107192 34.51549 0.4107192 36.60583
## 963 0.753724337 0.4107192 49.96647 0.4107192 51.13092
## 964 3.825588268 -1.7860278 46.48555 -1.7860278 48.52511
## 965 -1.805013280 -1.7860278 46.29006 -1.7860278 42.69902
## 966 -1.183123799 -1.7860278 52.41850 -1.7860278 49.44935
## 967 -3.588837508 -1.7860278 50.54593 -1.7860278 45.17107
## 968 -4.392715207 -1.7860278 44.42371 -1.7860278 38.24497
## 969 3.140787255 -1.7860278 56.57393 -1.7860278 57.92868
## 970 5.076295311 -1.7860278 45.15992 -1.7860278 48.45019
## 971 -1.582357140 -1.7860278 41.10243 -1.7860278 37.73404
## 972 7.245302819 -1.7860278 54.46272 -1.7860278 59.92199
## 973 -1.486575508 -1.7860278 43.29519 -1.7860278 40.02259
## 974 -2.788065449 -1.7860278 54.77705 -1.7860278 50.20296
## 975 4.792028890 -1.7860278 58.35224 -1.7860278 61.35824
## 976 -3.056504578 -1.7860278 41.74020 -1.7860278 36.89766
## 977 4.706091618 -1.7860278 52.69781 -1.7860278 55.61787
## 978 -1.363039304 -1.7860278 47.72802 -1.7860278 44.57896
## 979 -0.896491464 -1.7860278 63.84060 -1.7860278 61.15808
## 980 1.941978137 -4.6082920 65.44434 -4.6082920 62.77802
## 981 -0.479427740 -4.6082920 52.29382 -4.6082920 47.20610
## 982 0.337113121 -4.6082920 59.35478 -4.6082920 55.08360
## 983 -2.708510770 -4.6082920 56.49853 -4.6082920 49.18173
## 984 1.502780107 -4.6082920 47.84779 -4.6082920 44.74228
## 985 -1.448361092 -4.6082920 51.33109 -4.6082920 45.27444
## 986 -1.156667435 -4.6082920 51.33436 -4.6082920 45.56940
## 987 4.677253634 -4.6082920 52.15510 -4.6082920 52.22406
## 988 1.329789955 -4.6082920 65.08416 -4.6082920 61.80566
## 989 -0.267881894 -4.6082920 49.62068 -4.6082920 44.74450
## 990 0.102530692 -4.6082920 44.25145 -4.6082920 39.74569
## 991 1.171808732 -4.6082920 55.09401 -4.6082920 51.65753
## 992 -1.551076077 -4.6082920 53.53308 -4.6082920 47.37371
## 993 2.565937661 -4.6082920 44.16181 -4.6082920 42.11945
## 994 -0.201676198 -4.6082920 45.30834 -4.6082920 40.49837
## 995 0.320502381 -4.6082920 53.33722 -4.6082920 49.04943
## 996 0.141067069 -4.6082920 58.47117 -4.6082920 54.00394level1_samp <- sample(15:25, size = 150, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom) + (1 | district),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom) + (1 | district),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary',
outcome_level = 2
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## New names:
## New names:
## • `X.Intercept.` -> `X.Intercept....1`
## • `X.Intercept.` -> `X.Intercept....2`## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 12.75613661 0 2 7.96410250 1 1
## 2 1 -5.85985283 0 -7 7.96410250 2 1
## 3 1 -17.16714030 0 1 7.96410250 3 1
## 4 1 -3.48929493 0 2 7.96410250 4 1
## 5 1 -2.07178396 0 1 7.96410250 5 1
## 6 1 -17.11410546 0 -7 7.96410250 6 1
## 7 1 21.03346397 0 0 7.96410250 7 1
## 8 1 -24.29487711 0 6 7.96410250 8 1
## 9 1 6.73488230 0 1 7.96410250 9 1
## 10 1 19.98946907 0 3 7.96410250 10 1
## 11 1 -8.29693306 0 6 7.96410250 11 1
## 12 1 -25.59736879 0 -6 7.96410250 12 1
## 13 1 12.45005271 0 5 7.96410250 13 1
## 14 1 -7.76901149 0 6 7.96410250 14 1
## 15 1 -18.13992247 0 6 7.96410250 15 1
## 16 1 7.92743751 0 4 7.96410250 16 1
## 17 1 -16.46235776 0 2 7.96410250 17 1
## 18 1 2.50134551 0 -5 7.96410250 18 1
## 19 1 13.89547259 1 2 0.12219659 1 2
## 20 1 -3.47892502 1 7 0.12219659 2 2
## 21 1 10.13237366 1 -4 0.12219659 3 2
## 22 1 -2.87084584 1 2 0.12219659 4 2
## 23 1 4.34586461 1 -3 0.12219659 5 2
## 24 1 -39.29369296 1 -7 0.12219659 6 2
## 25 1 -16.09167108 1 5 0.12219659 7 2
## 26 1 9.23782189 1 -6 0.12219659 8 2
## 27 1 -33.86272593 1 3 0.12219659 9 2
## 28 1 2.43654401 1 2 0.12219659 10 2
## 29 1 14.39526863 1 -3 0.12219659 11 2
## 30 1 -6.40546578 1 6 0.12219659 12 2
## 31 1 4.11362242 1 -1 0.12219659 13 2
## 32 1 -13.55820066 1 -3 0.12219659 14 2
## 33 1 -10.82802942 1 5 0.12219659 15 2
## 34 1 -14.77586326 1 -4 0.12219659 16 2
## 35 1 18.21328703 1 -7 0.12219659 17 2
## 36 1 -19.49963884 1 -7 0.12219659 18 2
## 37 1 -36.25452420 1 -3 0.12219659 19 2
## 38 1 -4.36221633 1 -2 0.12219659 20 2
## 39 1 -13.18126370 1 0 0.12219659 21 2
## 40 1 43.10781499 1 5 0.12219659 22 2
## 41 1 -8.51914466 1 -6 0.12219659 23 2
## 42 1 -6.90194702 1 2 -2.88874209 1 3
## 43 1 9.81358105 1 -6 -2.88874209 2 3
## 44 1 30.36958430 1 -7 -2.88874209 3 3
## 45 1 34.59167923 1 -7 -2.88874209 4 3
## 46 1 -8.76455454 1 -5 -2.88874209 5 3
## 47 1 4.90145946 1 -6 -2.88874209 6 3
## 48 1 3.98642820 1 2 -2.88874209 7 3
## 49 1 24.37249586 1 -3 -2.88874209 8 3
## 50 1 -8.49928091 1 -1 -2.88874209 9 3
## 51 1 26.35996192 1 -2 -2.88874209 10 3
## 52 1 0.02517861 1 4 -2.88874209 11 3
## 53 1 17.69010410 1 3 -2.88874209 12 3
## 54 1 -8.87056984 1 3 -2.88874209 13 3
## 55 1 -8.69173819 1 3 -2.88874209 14 3
## 56 1 -3.94014032 1 -7 -2.88874209 15 3
## 57 1 29.71051745 1 3 -2.88874209 16 3
## 58 1 -33.26089787 1 -4 -2.88874209 17 3
## 59 1 -23.29909360 1 5 -2.88874209 18 3
## 60 1 -21.68438091 1 -5 -2.88874209 19 3
## 61 1 -17.49994139 1 -6 -2.88874209 20 3
## 62 1 -13.74458922 1 -5 -2.88874209 21 3
## 63 1 -13.47654236 1 6 -2.88874209 22 3
## 64 1 -0.63954584 1 5 -2.88874209 23 3
## 65 1 -27.54600127 1 1 -2.88874209 24 3
## 66 1 -1.80309192 1 -3 -2.88874209 25 3
## 67 1 4.23906543 0 -2 6.84288179 1 4
## 68 1 -15.55074911 0 2 6.84288179 2 4
## 69 1 10.79522836 0 -4 6.84288179 3 4
## 70 1 -2.43700302 0 3 6.84288179 4 4
## 71 1 2.12468185 0 -2 6.84288179 5 4
## 72 1 2.27651462 0 -2 6.84288179 6 4
## 73 1 -19.94989938 0 2 6.84288179 7 4
## 74 1 -2.73917013 0 4 6.84288179 8 4
## 75 1 -12.51304036 0 3 6.84288179 9 4
## 76 1 -4.14907209 0 -2 6.84288179 10 4
## 77 1 -1.61156962 0 7 6.84288179 11 4
## 78 1 -15.28492667 0 6 6.84288179 12 4
## 79 1 -13.78415876 0 -6 6.84288179 13 4
## 80 1 0.45070256 0 -5 6.84288179 14 4
## 81 1 16.49951486 0 6 6.84288179 15 4
## 82 1 -4.45037081 0 -1 6.84288179 16 4
## 83 1 27.07412234 0 2 6.84288179 17 4
## 84 1 -19.18016157 0 -7 6.84288179 18 4
## 85 1 -24.48245837 0 5 6.84288179 19 4
## 86 1 18.15822295 0 1 6.84288179 20 4
## 87 1 10.76666934 1 6 3.60816457 1 5
## 88 1 -16.42816463 1 -5 3.60816457 2 5
## 89 1 -2.79790803 1 6 3.60816457 3 5
## 90 1 7.84469360 1 7 3.60816457 4 5
## 91 1 16.01188796 1 -6 3.60816457 5 5
## 92 1 -59.08294948 1 3 3.60816457 6 5
## 93 1 -11.68600572 1 3 3.60816457 7 5
## 94 1 15.94595075 1 6 3.60816457 8 5
## 95 1 -7.69671052 1 6 3.60816457 9 5
## 96 1 36.20837488 1 -3 3.60816457 10 5
## 97 1 29.35769746 1 -7 3.60816457 11 5
## 98 1 -14.92433580 1 0 3.60816457 12 5
## 99 1 -8.22839340 1 7 3.60816457 13 5
## 100 1 4.51728347 1 -5 3.60816457 14 5
## 101 1 25.19753755 1 6 3.60816457 15 5
## 102 1 21.11664467 1 1 3.60816457 16 5
## 103 1 0.06208373 1 7 3.60816457 17 5
## 104 1 -33.00801818 1 1 3.60816457 18 5
## 105 1 -7.49521693 1 3 3.60816457 19 5
## 106 1 10.45204941 1 -6 3.60816457 20 5
## 107 1 16.28238707 1 -6 3.60816457 21 5
## 108 1 -3.19686746 1 -4 3.60816457 22 5
## 109 1 22.52197825 1 -4 3.60816457 23 5
## 110 1 59.82733780 1 -2 3.60816457 24 5
## 111 1 -8.77518147 0 7 1.39162965 1 6
## 112 1 -11.25151460 0 -7 1.39162965 2 6
## 113 1 9.55856029 0 1 1.39162965 3 6
## 114 1 28.06064662 0 -7 1.39162965 4 6
## 115 1 -1.31935214 0 -5 1.39162965 5 6
## 116 1 -11.20693681 0 6 1.39162965 6 6
## 117 1 4.42586503 0 7 1.39162965 7 6
## 118 1 18.19670033 0 6 1.39162965 8 6
## 119 1 0.65949502 0 6 1.39162965 9 6
## 120 1 -11.51613236 0 -5 1.39162965 10 6
## 121 1 -25.36396062 0 7 1.39162965 11 6
## 122 1 -21.25351628 0 6 1.39162965 12 6
## 123 1 2.44884168 0 -2 1.39162965 13 6
## 124 1 11.67372750 0 -1 1.39162965 14 6
## 125 1 23.82391331 0 7 1.39162965 15 6
## 126 1 5.82759332 0 -3 1.39162965 16 6
## 127 1 -0.69755750 0 -1 1.39162965 17 6
## 128 1 -11.20633059 0 -4 1.39162965 18 6
## 129 1 -7.11201813 0 -4 1.39162965 19 6
## 130 1 -9.72311574 0 -2 1.39162965 20 6
## 131 1 5.75734706 0 -7 1.39162965 21 6
## 132 1 -24.06435992 0 3 1.39162965 22 6
## 133 1 28.72571856 0 7 1.39162965 23 6
## 134 1 19.02026496 0 7 1.39162965 24 6
## 135 1 14.37944897 0 -4 1.39162965 25 6
## 136 1 39.77054168 1 4 -6.48269713 1 7
## 137 1 -36.38045116 1 4 -6.48269713 2 7
## 138 1 18.55487494 1 4 -6.48269713 3 7
## 139 1 30.34476735 1 6 -6.48269713 4 7
## 140 1 -9.28014255 1 6 -6.48269713 5 7
## 141 1 -1.42154022 1 -3 -6.48269713 6 7
## 142 1 10.45378534 1 0 -6.48269713 7 7
## 143 1 1.16187542 1 5 -6.48269713 8 7
## 144 1 -4.66503126 1 4 -6.48269713 9 7
## 145 1 20.63139651 1 -3 -6.48269713 10 7
## 146 1 13.07353005 1 -7 -6.48269713 11 7
## 147 1 14.82974939 1 -2 -6.48269713 12 7
## 148 1 -13.68619713 1 0 -6.48269713 13 7
## 149 1 -19.87999498 1 -1 -6.48269713 14 7
## 150 1 -28.01310599 1 3 -6.48269713 15 7
## 151 1 36.61251602 1 -3 -6.48269713 16 7
## 152 1 10.41416674 1 -4 -6.48269713 17 7
## 153 1 -4.04666443 1 6 -8.83972310 1 8
## 154 1 36.37041509 1 1 -8.83972310 2 8
## 155 1 -7.42951330 1 -2 -8.83972310 3 8
## 156 1 16.81974854 1 5 -8.83972310 4 8
## 157 1 33.12228172 1 -3 -8.83972310 5 8
## 158 1 -2.69485088 1 -5 -8.83972310 6 8
## 159 1 25.47070019 1 -1 -8.83972310 7 8
## 160 1 -4.42611875 1 0 -8.83972310 8 8
## 161 1 -33.40513840 1 -2 -8.83972310 9 8
## 162 1 -49.70909478 1 -6 -8.83972310 10 8
## 163 1 -42.32658456 1 -3 -8.83972310 11 8
## 164 1 14.23288334 1 -3 -8.83972310 12 8
## 165 1 42.55271719 1 7 -8.83972310 13 8
## 166 1 20.22641725 1 1 -8.83972310 14 8
## 167 1 -7.92536624 1 1 -8.83972310 15 8
## 168 1 1.59651964 1 1 -8.83972310 16 8
## 169 1 -44.34755390 1 0 -8.83972310 17 8
## 170 1 -27.05417435 1 1 -8.83972310 18 8
## 171 1 -6.84343853 1 7 -8.83972310 19 8
## 172 1 -18.54268948 1 1 -8.83972310 20 8
## 173 1 35.50397611 1 7 -8.83972310 21 8
## 174 1 9.90251117 1 0 -8.83972310 22 8
## 175 1 3.88634207 1 1 -8.83972310 23 8
## 176 1 -6.81411231 1 7 -8.83972310 24 8
## 177 1 19.63146936 1 -2 -8.83972310 25 8
## 178 1 -6.59907446 1 -5 2.18527649 1 9
## 179 1 14.98898511 1 3 2.18527649 2 9
## 180 1 -19.46480614 1 2 2.18527649 3 9
## 181 1 -6.01994213 1 0 2.18527649 4 9
## 182 1 -2.12856652 1 -2 2.18527649 5 9
## 183 1 -14.84927459 1 -2 2.18527649 6 9
## 184 1 -4.53063682 1 0 2.18527649 7 9
## 185 1 -5.83055277 1 -2 2.18527649 8 9
## 186 1 -1.48668686 1 -5 2.18527649 9 9
## 187 1 28.95012684 1 3 2.18527649 10 9
## 188 1 -24.97273176 1 6 2.18527649 11 9
## 189 1 18.51877092 1 -6 2.18527649 12 9
## 190 1 -16.20946786 1 -1 2.18527649 13 9
## 191 1 3.14938148 1 -3 2.18527649 14 9
## 192 1 -1.93502921 1 0 2.18527649 15 9
## 193 1 -17.20657721 1 7 2.18527649 16 9
## 194 1 1.41966507 1 5 2.18527649 17 9
## 195 1 4.66329383 1 7 2.18527649 18 9
## 196 1 -3.01255687 1 1 2.18527649 19 9
## 197 1 2.90907335 1 -2 2.18527649 20 9
## 198 1 14.11918061 1 -1 2.18527649 21 9
## 199 1 15.75194990 1 5 2.18527649 22 9
## 200 1 -19.70605979 1 6 2.18527649 23 9
## 201 1 23.84682846 0 -4 11.74840924 1 10
## 202 1 23.31686445 0 4 11.74840924 2 10
## 203 1 -14.40701174 0 6 11.74840924 3 10
## 204 1 -3.22119907 0 4 11.74840924 4 10
## 205 1 -24.96863441 0 -3 11.74840924 5 10
## 206 1 10.37619544 0 5 11.74840924 6 10
## 207 1 3.29881379 0 -3 11.74840924 7 10
## 208 1 -37.83489928 0 -7 11.74840924 8 10
## 209 1 -11.43220514 0 -4 11.74840924 9 10
## 210 1 31.14351115 0 -6 11.74840924 10 10
## 211 1 -7.09692279 0 6 11.74840924 11 10
## 212 1 0.85076482 0 -6 11.74840924 12 10
## 213 1 -9.94756993 0 6 11.74840924 13 10
## 214 1 -5.91837886 0 -5 11.74840924 14 10
## 215 1 -8.07602579 0 -3 11.74840924 15 10
## 216 1 -23.78715187 0 -3 11.74840924 16 10
## 217 1 -21.70292866 0 -6 11.74840924 17 10
## 218 1 -20.81913491 0 6 11.74840924 18 10
## 219 1 8.41014441 0 -5 11.74840924 19 10
## 220 1 -15.64815444 0 7 11.74840924 20 10
## 221 1 3.00805168 0 6 0.05511811 1 11
## 222 1 40.98217975 0 -7 0.05511811 2 11
## 223 1 5.92067535 0 0 0.05511811 3 11
## 224 1 15.26188290 0 -4 0.05511811 4 11
## 225 1 -11.88561774 0 -3 0.05511811 5 11
## 226 1 -11.34264831 0 -1 0.05511811 6 11
## 227 1 2.17947649 0 4 0.05511811 7 11
## 228 1 -26.35581488 0 -6 0.05511811 8 11
## 229 1 46.88785073 0 -3 0.05511811 9 11
## 230 1 3.20688622 0 2 0.05511811 10 11
## 231 1 55.27713626 0 6 0.05511811 11 11
## 232 1 -6.46896116 0 2 0.05511811 12 11
## 233 1 -0.55750518 0 0 0.05511811 13 11
## 234 1 -5.15204910 0 -3 0.05511811 14 11
## 235 1 10.80721796 0 -5 0.05511811 15 11
## 236 1 -32.38931029 0 -3 0.05511811 16 11
## 237 1 15.37091289 0 -5 0.05511811 17 11
## 238 1 42.99897549 0 7 0.05511811 18 11
## 239 1 -5.58385892 1 -5 7.09471805 1 12
## 240 1 2.22967850 1 -2 7.09471805 2 12
## 241 1 -1.79144795 1 -6 7.09471805 3 12
## 242 1 -16.76774083 1 -3 7.09471805 4 12
## 243 1 12.54827197 1 -6 7.09471805 5 12
## 244 1 -2.20975096 1 0 7.09471805 6 12
## 245 1 -2.96025574 1 -7 7.09471805 7 12
## 246 1 -32.21685992 1 2 7.09471805 8 12
## 247 1 2.48551113 1 -6 7.09471805 9 12
## 248 1 9.88792886 1 2 7.09471805 10 12
## 249 1 -7.82335972 1 6 7.09471805 11 12
## 250 1 -25.23499326 1 3 7.09471805 12 12
## 251 1 -8.47487650 1 2 7.09471805 13 12
## 252 1 8.85608927 1 -2 7.09471805 14 12
## 253 1 11.68168581 1 -1 7.09471805 15 12
## 254 1 -10.80642184 1 2 7.09471805 16 12
## 255 1 13.10601555 1 -2 7.09471805 17 12
## 256 1 0.04057070 1 1 7.09471805 18 12
## 257 1 11.10267990 1 -6 7.09471805 19 12
## 258 1 -9.71854996 1 2 -4.08861422 1 13
## 259 1 32.05898036 1 6 -4.08861422 2 13
## 260 1 -10.32734321 1 1 -4.08861422 3 13
## 261 1 8.33859011 1 -2 -4.08861422 4 13
## 262 1 1.42272404 1 1 -4.08861422 5 13
## 263 1 -19.32828916 1 0 -4.08861422 6 13
## 264 1 16.80275540 1 2 -4.08861422 7 13
## 265 1 5.75442921 1 -1 -4.08861422 8 13
## 266 1 2.55812194 1 3 -4.08861422 9 13
## 267 1 7.80819010 1 6 -4.08861422 10 13
## 268 1 -1.98056966 1 -6 -4.08861422 11 13
## 269 1 -13.21638730 1 3 -4.08861422 12 13
## 270 1 14.63408220 1 7 -4.08861422 13 13
## 271 1 3.52552009 1 2 -4.08861422 14 13
## 272 1 -5.49951279 1 1 -4.08861422 15 13
## 273 1 -16.11437886 1 -1 -4.08861422 16 13
## 274 1 39.41024146 1 -3 -4.08861422 17 13
## 275 1 6.46787773 1 -1 -4.08861422 18 13
## 276 1 -41.64342121 1 6 2.31104260 1 14
## 277 1 -10.95924559 1 -1 2.31104260 2 14
## 278 1 17.42898144 1 -6 2.31104260 3 14
## 279 1 -23.65561820 1 7 2.31104260 4 14
## 280 1 -6.79719039 1 7 2.31104260 5 14
## 281 1 1.19386980 1 -1 2.31104260 6 14
## 282 1 6.32365219 1 3 2.31104260 7 14
## 283 1 -15.34397225 1 -6 2.31104260 8 14
## 284 1 1.39775668 1 5 2.31104260 9 14
## 285 1 -21.74801672 1 2 2.31104260 10 14
## 286 1 14.39065758 1 -4 2.31104260 11 14
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## 1757 1 11.32255268 1 -4 0.72394550 9 87
## 1758 1 -1.29245918 1 4 0.72394550 10 87
## 1759 1 -15.74740864 1 2 0.72394550 11 87
## 1760 1 -10.02680872 1 6 0.72394550 12 87
## 1761 1 -5.98913282 1 2 0.72394550 13 87
## 1762 1 15.58390582 1 -1 0.72394550 14 87
## 1763 1 22.10925082 1 0 0.72394550 15 87
## 1764 1 -8.12559798 1 2 0.72394550 16 87
## 1765 1 5.99575628 1 1 0.72394550 17 87
## 1766 1 12.74006625 1 -2 0.72394550 18 87
## 1767 1 -7.63403783 1 -2 0.72394550 19 87
## 1768 1 2.64050147 1 7 0.72394550 20 87
## 1769 1 -16.07749976 1 -2 0.72394550 21 87
## 1770 1 -21.71773480 1 3 0.72394550 22 87
## 1771 1 -11.25153642 1 7 0.72394550 23 87
## 1772 1 6.87002792 1 -7 -9.63994613 1 88
## 1773 1 -12.93896203 1 3 -9.63994613 2 88
## 1774 1 -21.92336101 1 -2 -9.63994613 3 88
## 1775 1 8.12976597 1 2 -9.63994613 4 88
## 1776 1 10.34806204 1 2 -9.63994613 5 88
## 1777 1 -16.39664142 1 4 -9.63994613 6 88
## 1778 1 16.59897583 1 0 -9.63994613 7 88
## 1779 1 -27.60594473 1 -6 -9.63994613 8 88
## 1780 1 18.28133310 1 1 -9.63994613 9 88
## 1781 1 4.98041318 1 7 -9.63994613 10 88
## 1782 1 -7.15988446 1 1 -9.63994613 11 88
## 1783 1 13.76600846 1 7 -9.63994613 12 88
## 1784 1 3.95841995 1 -6 -9.63994613 13 88
## 1785 1 -22.95736026 1 -5 -9.63994613 14 88
## 1786 1 3.94003797 1 2 -9.63994613 15 88
## 1787 1 -21.19119857 1 -7 -9.63994613 16 88
## 1788 1 16.43209527 1 -6 -9.63994613 17 88
## 1789 1 15.77497562 1 -7 -9.63994613 18 88
## 1790 1 7.40560700 1 -7 -9.63994613 19 88
## 1791 1 -17.18331738 1 -4 -9.63994613 20 88
## 1792 1 28.83386250 1 3 -9.63994613 21 88
## 1793 1 7.88125124 1 -1 -9.63994613 22 88
## 1794 1 -23.81590197 1 -3 -9.63994613 23 88
## 1795 1 -9.28479593 1 5 -9.63994613 24 88
## 1796 1 25.38278232 1 -3 -11.95841847 1 89
## 1797 1 -0.82172476 1 -7 -11.95841847 2 89
## 1798 1 5.68976666 1 2 -11.95841847 3 89
## 1799 1 24.20590690 1 -4 -11.95841847 4 89
## 1800 1 23.73561037 1 7 -11.95841847 5 89
## 1801 1 -14.77561837 1 7 -11.95841847 6 89
## 1802 1 3.36013780 1 6 -11.95841847 7 89
## 1803 1 -10.74448393 1 -3 -11.95841847 8 89
## 1804 1 -22.64405538 1 -2 -11.95841847 9 89
## 1805 1 -25.94710701 1 4 -11.95841847 10 89
## 1806 1 13.26774504 1 4 -11.95841847 11 89
## 1807 1 25.86014942 1 5 -11.95841847 12 89
## 1808 1 18.81886594 1 -1 -11.95841847 13 89
## 1809 1 -16.47504025 1 0 -11.95841847 14 89
## 1810 1 16.39901537 1 -1 -11.95841847 15 89
## 1811 1 -7.50023382 1 -5 -11.95841847 16 89
## 1812 1 23.17837712 1 4 -11.95841847 17 89
## 1813 1 4.98873579 1 -2 -11.95841847 18 89
## 1814 1 -16.23025481 1 0 -11.95841847 19 89
## 1815 1 -15.54084985 1 2 -11.95841847 20 89
## 1816 1 -22.10714155 1 -4 -11.95841847 21 89
## 1817 1 -36.21659140 1 -6 -11.95841847 22 89
## 1818 1 35.72770295 0 3 5.52533903 1 90
## 1819 1 32.64358838 0 6 5.52533903 2 90
## 1820 1 14.59590325 0 2 5.52533903 3 90
## 1821 1 -10.40893389 0 3 5.52533903 4 90
## 1822 1 4.53452854 0 -5 5.52533903 5 90
## 1823 1 -3.27967017 0 3 5.52533903 6 90
## 1824 1 -27.46234195 0 0 5.52533903 7 90
## 1825 1 -7.78603503 0 6 5.52533903 8 90
## 1826 1 -31.86101230 0 -6 5.52533903 9 90
## 1827 1 8.55062563 0 6 5.52533903 10 90
## 1828 1 17.68194038 0 -3 5.52533903 11 90
## 1829 1 -10.25933507 0 2 5.52533903 12 90
## 1830 1 -11.65512721 0 -5 5.52533903 13 90
## 1831 1 -20.62026451 0 -7 5.52533903 14 90
## 1832 1 -10.73755978 0 -5 5.52533903 15 90
## 1833 1 -4.61320448 0 -4 5.52533903 16 90
## 1834 1 12.64715726 1 -1 1.82527954 1 91
## 1835 1 -27.22515913 1 -5 1.82527954 2 91
## 1836 1 -0.83487108 1 -6 1.82527954 3 91
## 1837 1 29.25169118 1 -3 1.82527954 4 91
## 1838 1 -7.18252556 1 1 1.82527954 5 91
## 1839 1 9.32041911 1 0 1.82527954 6 91
## 1840 1 -26.91611059 1 7 1.82527954 7 91
## 1841 1 12.99565688 1 -7 1.82527954 8 91
## 1842 1 -7.17563528 1 1 1.82527954 9 91
## 1843 1 12.54331918 1 -1 1.82527954 10 91
## 1844 1 20.91763102 1 -3 1.82527954 11 91
## 1845 1 10.58535593 1 0 1.82527954 12 91
## 1846 1 -29.35458359 1 1 1.82527954 13 91
## 1847 1 -1.96855659 1 -5 1.82527954 14 91
## 1848 1 -15.15099672 1 -6 1.82527954 15 91
## 1849 1 3.62012301 1 2 1.82527954 16 91
## 1850 1 -12.16774977 1 -2 1.82527954 17 91
## 1851 1 -5.57674677 1 -5 1.82527954 18 91
## 1852 1 -14.33022548 1 7 1.82527954 19 91
## 1853 1 -14.66288753 1 5 1.82527954 20 91
## 1854 1 -40.35519796 1 2 1.82527954 21 91
## 1855 1 -12.48472723 1 -1 1.82527954 22 91
## 1856 1 -10.60091584 0 7 5.63654123 1 92
## 1857 1 -36.98672995 0 -4 5.63654123 2 92
## 1858 1 -14.08865684 0 -7 5.63654123 3 92
## 1859 1 9.19622886 0 4 5.63654123 4 92
## 1860 1 -15.95846660 0 -1 5.63654123 5 92
## 1861 1 -9.64079227 0 -5 5.63654123 6 92
## 1862 1 -6.02991380 0 -6 5.63654123 7 92
## 1863 1 5.38802612 0 5 5.63654123 8 92
## 1864 1 -4.12603971 0 -2 5.63654123 9 92
## 1865 1 12.68804310 0 2 5.63654123 10 92
## 1866 1 -8.19057561 0 -5 5.63654123 11 92
## 1867 1 -10.98872230 0 7 5.63654123 12 92
## 1868 1 19.12060944 0 -5 5.63654123 13 92
## 1869 1 8.01128041 0 -3 5.63654123 14 92
## 1870 1 36.18276509 0 1 5.63654123 15 92
## 1871 1 -39.59932975 1 -7 -10.21021614 1 93
## 1872 1 23.19351220 1 7 -10.21021614 2 93
## 1873 1 14.39359723 1 1 -10.21021614 3 93
## 1874 1 -15.90606246 1 -4 -10.21021614 4 93
## 1875 1 -36.47250054 1 0 -10.21021614 5 93
## 1876 1 -45.60003958 1 3 -10.21021614 6 93
## 1877 1 -34.41464539 1 -1 -10.21021614 7 93
## 1878 1 -1.53703510 1 6 -10.21021614 8 93
## 1879 1 -26.96013703 1 -2 -10.21021614 9 93
## 1880 1 -1.04292824 1 6 -10.21021614 10 93
## 1881 1 19.95655686 1 3 -10.21021614 11 93
## 1882 1 -34.88851817 1 6 -10.21021614 12 93
## 1883 1 21.35895361 1 -2 -10.21021614 13 93
## 1884 1 -5.97137786 1 -5 -10.21021614 14 93
## 1885 1 -44.25920206 1 4 -10.21021614 15 93
## 1886 1 -13.24188724 1 7 -10.21021614 16 93
## 1887 1 3.80442438 1 6 -10.21021614 17 93
## 1888 1 6.77546757 1 1 -10.21021614 18 93
## 1889 1 19.99528176 1 1 -10.21021614 19 93
## 1890 1 22.06205690 1 -5 -10.21021614 20 93
## 1891 1 8.53184092 1 -2 -10.21021614 21 93
## 1892 1 -6.29345344 1 4 -10.21021614 22 93
## 1893 1 -9.96889200 1 4 -10.21021614 23 93
## 1894 1 -16.02145426 1 -3 -10.21021614 24 93
## 1895 1 13.48282938 1 6 -10.21021614 25 93
## 1896 1 15.15038928 0 5 7.94379356 1 94
## 1897 1 26.01971689 0 3 7.94379356 2 94
## 1898 1 -4.65000328 0 7 7.94379356 3 94
## 1899 1 16.25013480 0 7 7.94379356 4 94
## 1900 1 -23.94712417 0 -2 7.94379356 5 94
## 1901 1 37.20511528 0 -1 7.94379356 6 94
## 1902 1 -17.32738248 0 -4 7.94379356 7 94
## 1903 1 21.70153366 0 7 7.94379356 8 94
## 1904 1 -20.41196224 0 7 7.94379356 9 94
## 1905 1 50.36209999 0 -2 7.94379356 10 94
## 1906 1 0.84228364 0 0 7.94379356 11 94
## 1907 1 -18.28483355 0 -6 7.94379356 12 94
## 1908 1 32.50236669 0 1 7.94379356 13 94
## 1909 1 12.77231836 0 -2 7.94379356 14 94
## 1910 1 29.80101903 0 1 7.94379356 15 94
## 1911 1 -22.25162549 0 6 7.94379356 16 94
## 1912 1 23.37053544 0 -5 7.94379356 17 94
## 1913 1 -1.69364609 0 5 7.94379356 18 94
## 1914 1 -4.92037912 0 -1 7.94379356 19 94
## 1915 1 12.12967713 0 7 7.94379356 20 94
## 1916 1 -20.09245291 1 4 -4.28794512 1 95
## 1917 1 3.46550411 1 3 -4.28794512 2 95
## 1918 1 1.96130987 1 -1 -4.28794512 3 95
## 1919 1 -6.46485211 1 4 -4.28794512 4 95
## 1920 1 22.22309586 1 -3 -4.28794512 5 95
## 1921 1 -3.14977118 1 7 -4.28794512 6 95
## 1922 1 28.54591461 1 -5 -4.28794512 7 95
## 1923 1 -3.80741101 1 -7 -4.28794512 8 95
## 1924 1 0.69525521 1 -6 -4.28794512 9 95
## 1925 1 5.98571133 1 5 -4.28794512 10 95
## 1926 1 -1.80112970 1 1 -4.28794512 11 95
## 1927 1 -11.20821216 1 1 -4.28794512 12 95
## 1928 1 -8.41942168 1 3 -4.28794512 13 95
## 1929 1 14.86497029 1 -1 -4.28794512 14 95
## 1930 1 19.83929767 1 2 -4.28794512 15 95
## 1931 1 -3.40406386 1 7 -4.28794512 16 95
## 1932 1 -9.94588667 1 1 -4.28794512 17 95
## 1933 1 -26.90394738 1 -2 -4.28794512 18 95
## 1934 1 8.97000207 1 -6 3.81413307 1 96
## 1935 1 4.78028116 1 -1 3.81413307 2 96
## 1936 1 16.04210237 1 0 3.81413307 3 96
## 1937 1 -13.04518080 1 -2 3.81413307 4 96
## 1938 1 -1.49332686 1 -1 3.81413307 5 96
## 1939 1 -25.63766992 1 -1 3.81413307 6 96
## 1940 1 25.36219093 1 -5 3.81413307 7 96
## 1941 1 -7.28446397 1 3 3.81413307 8 96
## 1942 1 -19.73180030 1 -4 3.81413307 9 96
## 1943 1 -22.53940289 1 -3 3.81413307 10 96
## 1944 1 -12.70504021 1 -7 3.81413307 11 96
## 1945 1 -25.72540559 1 7 3.81413307 12 96
## 1946 1 7.52599742 1 2 3.81413307 13 96
## 1947 1 11.88771071 1 6 3.81413307 14 96
## 1948 1 -5.35297436 1 3 3.81413307 15 96
## 1949 1 -8.34053375 1 -5 3.81413307 16 96
## 1950 1 6.68505637 1 -5 3.81413307 17 96
## 1951 1 2.63464793 1 1 3.81413307 18 96
## 1952 1 18.33387837 1 -5 3.81413307 19 96
## 1953 1 -6.81151649 1 -3 3.22004529 1 97
## 1954 1 -10.93407884 1 -3 3.22004529 2 97
## 1955 1 -21.68512658 1 6 3.22004529 3 97
## 1956 1 -28.11898430 1 -4 3.22004529 4 97
## 1957 1 34.13158791 1 -3 3.22004529 5 97
## 1958 1 -10.57076462 1 -1 3.22004529 6 97
## 1959 1 -14.10317228 1 -7 3.22004529 7 97
## 1960 1 -3.62929406 1 6 3.22004529 8 97
## 1961 1 -3.23401706 1 -7 3.22004529 9 97
## 1962 1 -16.23647602 1 1 3.22004529 10 97
## 1963 1 7.71846362 1 1 3.22004529 11 97
## 1964 1 -12.81210527 1 0 3.22004529 12 97
## 1965 1 -18.95525740 1 -1 3.22004529 13 97
## 1966 1 -21.88785616 1 1 3.22004529 14 97
## 1967 1 -34.26468860 1 -1 3.22004529 15 97
## 1968 1 -21.43169827 1 0 3.22004529 16 97
## 1969 1 -6.24266487 1 5 3.22004529 17 97
## 1970 1 -23.74140802 1 -2 3.22004529 18 97
## 1971 1 56.76768638 1 0 3.22004529 19 97
## 1972 1 7.89260502 1 0 3.22004529 20 97
## 1973 1 4.38558915 1 -3 3.22004529 21 97
## 1974 1 27.87390844 1 -1 3.22004529 22 97
## 1975 1 20.03340783 1 -2 3.22004529 23 97
## 1976 1 10.88203080 1 3 3.22004529 24 97
## 1977 1 22.93835210 0 -1 -0.71488621 1 98
## 1978 1 1.37973350 0 -2 -0.71488621 2 98
## 1979 1 9.79141265 0 2 -0.71488621 3 98
## 1980 1 -15.77850040 0 -4 -0.71488621 4 98
## 1981 1 -58.19117036 0 4 -0.71488621 5 98
## 1982 1 7.75765691 0 7 -0.71488621 6 98
## 1983 1 39.52847864 0 0 -0.71488621 7 98
## 1984 1 -13.81523690 0 7 -0.71488621 8 98
## 1985 1 4.70399167 0 6 -0.71488621 9 98
## 1986 1 -5.62483756 0 4 -0.71488621 10 98
## 1987 1 17.06405328 0 -3 -0.71488621 11 98
## 1988 1 10.95392227 0 -7 -0.71488621 12 98
## 1989 1 -1.33348287 0 2 -0.71488621 13 98
## 1990 1 4.48105978 0 5 -0.71488621 14 98
## 1991 1 9.38359699 0 1 -0.71488621 15 98
## 1992 1 19.31387518 0 0 -0.71488621 16 98
## 1993 1 12.49284350 0 6 -0.71488621 17 98
## 1994 1 28.68020874 0 2 -0.71488621 18 98
## 1995 1 -0.28073192 1 -3 -6.24331126 1 99
## 1996 1 15.14893649 1 7 -6.24331126 2 99
## 1997 1 7.45086948 1 3 -6.24331126 3 99
## 1998 1 26.40811601 1 -2 -6.24331126 4 99
## 1999 1 -22.74975623 1 5 -6.24331126 5 99
## 2000 1 1.67588025 1 4 -6.24331126 6 99
## 2001 1 -18.24996893 1 6 -6.24331126 7 99
## 2002 1 18.37884026 1 -7 -6.24331126 8 99
## 2003 1 -14.42826214 1 6 -6.24331126 9 99
## 2004 1 10.47479164 1 -5 -6.24331126 10 99
## 2005 1 -32.40997398 1 2 -6.24331126 11 99
## 2006 1 14.06855994 1 -5 -6.24331126 12 99
## 2007 1 7.51014274 1 -3 -6.24331126 13 99
## 2008 1 -44.34730951 1 -3 -6.24331126 14 99
## 2009 1 10.17074619 1 -7 -6.24331126 15 99
## 2010 1 42.20449660 1 3 -6.24331126 16 99
## 2011 1 13.17165137 1 2 -6.24331126 17 99
## 2012 1 17.92624288 0 -4 5.03336168 1 100
## 2013 1 -11.44606503 0 -4 5.03336168 2 100
## 2014 1 -15.70561145 0 -1 5.03336168 3 100
## 2015 1 -4.23585165 0 -6 5.03336168 4 100
## 2016 1 4.48497411 0 -6 5.03336168 5 100
## 2017 1 9.80962958 0 -1 5.03336168 6 100
## 2018 1 1.56667118 0 5 5.03336168 7 100
## 2019 1 13.39088446 0 1 5.03336168 8 100
## 2020 1 27.59265981 0 -6 5.03336168 9 100
## 2021 1 1.09859083 0 1 5.03336168 10 100
## 2022 1 19.81324223 0 2 5.03336168 11 100
## 2023 1 -10.86703614 0 -2 5.03336168 12 100
## 2024 1 7.25243842 0 -6 5.03336168 13 100
## 2025 1 -9.96567354 0 5 5.03336168 14 100
## 2026 1 23.62905264 0 5 5.03336168 15 100
## 2027 1 -5.88898512 0 1 5.03336168 16 100
## 2028 1 14.97501071 0 -2 5.03336168 17 100
## 2029 1 8.61948727 0 2 5.03336168 18 100
## 2030 1 -15.31435794 0 -7 5.03336168 19 100
## 2031 1 15.66515706 0 -1 5.03336168 20 100
## 2032 1 13.12414474 0 -6 5.03336168 21 100
## 2033 1 -18.71791352 0 5 5.03336168 22 100
## 2034 1 -34.37461004 0 -5 5.03336168 23 100
## 2035 1 -29.85952515 0 -6 7.57872201 1 101
## 2036 1 -3.43358613 0 4 7.57872201 2 101
## 2037 1 -12.41542670 0 -3 7.57872201 3 101
## 2038 1 -32.45408028 0 2 7.57872201 4 101
## 2039 1 -18.03967730 0 -7 7.57872201 5 101
## 2040 1 7.34541391 0 0 7.57872201 6 101
## 2041 1 -38.03406296 0 -7 7.57872201 7 101
## 2042 1 -8.03458987 0 1 7.57872201 8 101
## 2043 1 -13.20603405 0 -4 7.57872201 9 101
## 2044 1 28.46323857 0 5 7.57872201 10 101
## 2045 1 -31.88760820 0 -7 7.57872201 11 101
## 2046 1 -22.22160714 0 -3 7.57872201 12 101
## 2047 1 -33.66332771 0 4 7.57872201 13 101
## 2048 1 11.22157518 0 7 7.57872201 14 101
## 2049 1 28.24319424 0 5 7.57872201 15 101
## 2050 1 -2.15795820 0 7 7.57872201 16 101
## 2051 1 19.02414193 0 3 7.57872201 17 101
## 2052 1 4.64684385 0 3 7.57872201 18 101
## 2053 1 13.90203078 0 -3 7.57872201 19 101
## 2054 1 31.43208407 0 0 7.57872201 20 101
## 2055 1 19.62308806 0 7 7.57872201 21 101
## 2056 1 8.51767808 1 5 1.63029908 1 102
## 2057 1 8.08673487 1 -4 1.63029908 2 102
## 2058 1 -27.29730594 1 3 1.63029908 3 102
## 2059 1 -11.59304804 1 -2 1.63029908 4 102
## 2060 1 31.51843957 1 6 1.63029908 5 102
## 2061 1 -15.77912676 1 6 1.63029908 6 102
## 2062 1 3.30749562 1 5 1.63029908 7 102
## 2063 1 6.26020492 1 4 1.63029908 8 102
## 2064 1 18.95645880 1 7 1.63029908 9 102
## 2065 1 10.05705112 1 3 1.63029908 10 102
## 2066 1 12.35195567 1 7 1.63029908 11 102
## 2067 1 5.55012537 1 0 1.63029908 12 102
## 2068 1 5.29603175 1 -2 1.63029908 13 102
## 2069 1 -16.07512410 1 7 1.63029908 14 102
## 2070 1 -19.11386276 1 -5 1.63029908 15 102
## 2071 1 -10.47290165 1 -4 1.63029908 16 102
## 2072 1 34.01720014 1 -2 1.63029908 17 102
## 2073 1 15.65249467 1 -2 -10.62170255 1 103
## 2074 1 -1.19775290 1 -2 -10.62170255 2 103
## 2075 1 -21.07564294 1 4 -10.62170255 3 103
## 2076 1 18.82002452 1 -6 -10.62170255 4 103
## 2077 1 -13.28752848 1 1 -10.62170255 5 103
## 2078 1 3.30425012 1 -7 -10.62170255 6 103
## 2079 1 -8.73295144 1 -7 -10.62170255 7 103
## 2080 1 -6.03203773 1 -5 -10.62170255 8 103
## 2081 1 -39.63636691 1 3 -10.62170255 9 103
## 2082 1 32.12710754 1 4 -10.62170255 10 103
## 2083 1 -21.38317652 1 0 -10.62170255 11 103
## 2084 1 -5.95427209 1 5 -10.62170255 12 103
## 2085 1 26.74785591 1 -3 -10.62170255 13 103
## 2086 1 -6.83378969 1 6 -10.62170255 14 103
## 2087 1 7.38894501 1 7 -10.62170255 15 103
## 2088 1 14.75708740 1 1 -10.62170255 16 103
## 2089 1 -10.69813967 1 6 -10.62170255 17 103
## 2090 1 -16.36371069 1 -5 -10.62170255 18 103
## 2091 1 -2.91185868 1 4 -10.62170255 19 103
## 2092 1 -6.74727230 0 -3 9.69600788 1 104
## 2093 1 41.39274935 0 -5 9.69600788 2 104
## 2094 1 -36.36137172 0 3 9.69600788 3 104
## 2095 1 -27.03989443 0 -3 9.69600788 4 104
## 2096 1 20.58174515 0 6 9.69600788 5 104
## 2097 1 20.48776505 0 -6 9.69600788 6 104
## 2098 1 28.02793349 0 7 9.69600788 7 104
## 2099 1 -33.14724849 0 1 9.69600788 8 104
## 2100 1 -42.98857626 0 -7 9.69600788 9 104
## 2101 1 -13.62343788 0 -3 9.69600788 10 104
## 2102 1 4.45092774 0 -1 9.69600788 11 104
## 2103 1 20.25977237 0 -4 9.69600788 12 104
## 2104 1 -5.82430709 0 -3 9.69600788 13 104
## 2105 1 0.30032607 0 1 9.69600788 14 104
## 2106 1 -12.26801041 0 1 9.69600788 15 104
## 2107 1 -37.40959336 0 7 9.69600788 16 104
## 2108 1 -9.76656664 0 4 9.69600788 17 104
## 2109 1 -28.93509643 1 2 -1.37619459 1 105
## 2110 1 9.83232947 1 5 -1.37619459 2 105
## 2111 1 -35.80970807 1 5 -1.37619459 3 105
## 2112 1 -10.93457726 1 5 -1.37619459 4 105
## 2113 1 6.46165361 1 3 -1.37619459 5 105
## 2114 1 4.17499850 1 -2 -1.37619459 6 105
## 2115 1 5.89155609 1 -5 -1.37619459 7 105
## 2116 1 5.75307221 1 6 -1.37619459 8 105
## 2117 1 7.55992255 1 -1 -1.37619459 9 105
## 2118 1 4.43209813 1 6 -1.37619459 10 105
## 2119 1 -15.66749153 1 -2 -1.37619459 11 105
## 2120 1 0.22812963 1 -3 -1.37619459 12 105
## 2121 1 -3.70109834 1 5 -1.37619459 13 105
## 2122 1 -14.02032582 1 -6 -1.37619459 14 105
## 2123 1 5.74365093 1 -5 -1.37619459 15 105
## 2124 1 31.77441349 1 1 -1.37619459 16 105
## 2125 1 -0.07685755 1 -3 -1.37619459 17 105
## 2126 1 7.91032451 1 -7 -1.37619459 18 105
## 2127 1 52.13862821 1 -2 -6.42742975 1 106
## 2128 1 -14.53441791 1 -3 -6.42742975 2 106
## 2129 1 -16.13233537 1 4 -6.42742975 3 106
## 2130 1 26.31480132 1 0 -6.42742975 4 106
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## 2867 1 3.63113532 1 -5 0.15592868 10 141
## 2868 1 5.17650989 1 -6 0.15592868 11 141
## 2869 1 -2.84032887 1 6 0.15592868 12 141
## 2870 1 -5.16427300 1 -7 0.15592868 13 141
## 2871 1 29.81991733 1 4 0.15592868 14 141
## 2872 1 25.08759258 1 -3 0.15592868 15 141
## 2873 1 15.69120903 1 -1 0.15592868 16 141
## 2874 1 -25.63317782 1 -6 0.15592868 17 141
## 2875 1 -27.79384872 1 -3 0.15592868 18 141
## 2876 1 -27.34755216 1 1 0.15592868 19 141
## 2877 1 -29.48963210 1 1 0.15592868 20 141
## 2878 1 -16.92031828 1 1 0.15592868 21 141
## 2879 1 12.48813050 1 -4 -4.00714791 1 142
## 2880 1 17.79869603 1 5 -4.00714791 2 142
## 2881 1 -2.45533783 1 6 -4.00714791 3 142
## 2882 1 21.66748715 1 7 -4.00714791 4 142
## 2883 1 -1.99041487 1 0 -4.00714791 5 142
## 2884 1 0.74997350 1 7 -4.00714791 6 142
## 2885 1 -9.37039412 1 -7 -4.00714791 7 142
## 2886 1 22.68735400 1 6 -4.00714791 8 142
## 2887 1 33.26016104 1 1 -4.00714791 9 142
## 2888 1 -27.36595207 1 -2 -4.00714791 10 142
## 2889 1 12.99212516 1 -7 -4.00714791 11 142
## 2890 1 41.99761821 1 3 -4.00714791 12 142
## 2891 1 -8.73448779 1 -6 -4.00714791 13 142
## 2892 1 12.35924412 1 3 -4.00714791 14 142
## 2893 1 2.15559296 1 2 -4.00714791 15 142
## 2894 1 -0.39827321 0 7 0.97920400 1 143
## 2895 1 -4.66608294 0 -3 0.97920400 2 143
## 2896 1 3.51757378 0 -7 0.97920400 3 143
## 2897 1 -3.68809913 0 3 0.97920400 4 143
## 2898 1 33.04941793 0 3 0.97920400 5 143
## 2899 1 -3.43253353 0 1 0.97920400 6 143
## 2900 1 14.12708360 0 -6 0.97920400 7 143
## 2901 1 -9.41352649 0 -6 0.97920400 8 143
## 2902 1 19.66764033 0 4 0.97920400 9 143
## 2903 1 8.27672607 0 4 0.97920400 10 143
## 2904 1 23.35736742 0 -7 0.97920400 11 143
## 2905 1 42.59068566 0 -2 0.97920400 12 143
## 2906 1 -12.06172172 0 2 0.97920400 13 143
## 2907 1 -25.78402113 0 -6 0.97920400 14 143
## 2908 1 29.02061956 0 -6 0.97920400 15 143
## 2909 1 -14.82904452 0 -6 0.97920400 16 143
## 2910 1 -5.94966124 0 -7 0.97920400 17 143
## 2911 1 13.64855734 0 -6 0.97920400 18 143
## 2912 1 -4.45846825 1 4 6.35070559 1 144
## 2913 1 24.90705923 1 -4 6.35070559 2 144
## 2914 1 -9.53480442 1 -5 6.35070559 3 144
## 2915 1 -12.53319374 1 1 6.35070559 4 144
## 2916 1 32.01305245 1 5 6.35070559 5 144
## 2917 1 -0.57079728 1 4 6.35070559 6 144
## 2918 1 -24.42367939 1 1 6.35070559 7 144
## 2919 1 -0.56634084 1 5 6.35070559 8 144
## 2920 1 0.19944505 1 3 6.35070559 9 144
## 2921 1 22.00173810 1 -2 6.35070559 10 144
## 2922 1 -3.45130233 1 -4 6.35070559 11 144
## 2923 1 -2.75544022 1 -6 6.35070559 12 144
## 2924 1 36.90166389 1 -6 6.35070559 13 144
## 2925 1 44.07216782 1 7 6.35070559 14 144
## 2926 1 -28.56418882 1 -4 6.35070559 15 144
## 2927 1 24.97431064 1 -1 6.35070559 16 144
## 2928 1 -35.72879661 0 -6 3.40817616 1 145
## 2929 1 -2.69948291 0 0 3.40817616 2 145
## 2930 1 9.79073498 0 -4 3.40817616 3 145
## 2931 1 -10.70299966 0 1 3.40817616 4 145
## 2932 1 -8.98675896 0 5 3.40817616 5 145
## 2933 1 -4.91600885 0 -4 3.40817616 6 145
## 2934 1 -9.17915700 0 2 3.40817616 7 145
## 2935 1 6.67650196 0 1 3.40817616 8 145
## 2936 1 -32.73876730 0 2 3.40817616 9 145
## 2937 1 21.37080754 0 -6 3.40817616 10 145
## 2938 1 23.53653097 0 7 3.40817616 11 145
## 2939 1 -14.44984282 0 4 3.40817616 12 145
## 2940 1 -2.46901663 0 2 3.40817616 13 145
## 2941 1 1.99479733 0 5 3.40817616 14 145
## 2942 1 -1.43141331 0 -2 3.40817616 15 145
## 2943 1 -20.17589997 0 6 3.40817616 16 145
## 2944 1 -1.58342590 0 -7 3.40817616 17 145
## 2945 1 24.41677726 0 -7 3.40817616 18 145
## 2946 1 -23.39622595 0 0 -3.61155445 1 146
## 2947 1 -27.81962655 0 -6 -3.61155445 2 146
## 2948 1 10.51330360 0 -3 -3.61155445 3 146
## 2949 1 15.22634581 0 7 -3.61155445 4 146
## 2950 1 -45.43364477 0 6 -3.61155445 5 146
## 2951 1 15.43554748 0 4 -3.61155445 6 146
## 2952 1 3.54200194 0 -1 -3.61155445 7 146
## 2953 1 -17.68168704 0 2 -3.61155445 8 146
## 2954 1 22.48909124 0 4 -3.61155445 9 146
## 2955 1 1.98158594 0 -5 -3.61155445 10 146
## 2956 1 -4.05772934 0 4 -3.61155445 11 146
## 2957 1 -8.88276486 0 -1 -3.61155445 12 146
## 2958 1 7.49163781 0 6 -3.61155445 13 146
## 2959 1 0.67326421 0 4 -3.61155445 14 146
## 2960 1 -2.27659738 0 -7 -3.61155445 15 146
## 2961 1 -17.03452572 0 5 -3.61155445 16 146
## 2962 1 -46.60806840 0 2 -3.61155445 17 146
## 2963 1 -13.00262472 0 -7 6.59948601 1 147
## 2964 1 -17.20938018 0 -3 6.59948601 2 147
## 2965 1 -32.41727593 0 6 6.59948601 3 147
## 2966 1 3.22971309 0 5 6.59948601 4 147
## 2967 1 17.78852058 0 1 6.59948601 5 147
## 2968 1 21.85100200 0 4 6.59948601 6 147
## 2969 1 -6.14904310 0 0 6.59948601 7 147
## 2970 1 -47.58331623 0 0 6.59948601 8 147
## 2971 1 -3.22027905 0 1 6.59948601 9 147
## 2972 1 -6.92140484 0 7 6.59948601 10 147
## 2973 1 8.20856667 0 7 6.59948601 11 147
## 2974 1 -24.74288783 0 1 6.59948601 12 147
## 2975 1 12.78682628 0 -7 6.59948601 13 147
## 2976 1 4.73242795 0 1 6.59948601 14 147
## 2977 1 -22.34882157 0 3 6.59948601 15 147
## 2978 1 -8.60068500 0 5 6.59948601 16 147
## 2979 1 2.45974168 0 -4 6.59948601 17 147
## 2980 1 -3.97459865 0 4 6.59948601 18 147
## 2981 1 8.51971055 0 -2 6.59948601 19 147
## 2982 1 -30.93595507 0 -3 6.59948601 20 147
## 2983 1 -1.66030300 0 0 6.59948601 21 147
## 2984 1 42.92425069 0 -4 6.59948601 22 147
## 2985 1 -33.41543110 0 7 6.59948601 23 147
## 2986 1 24.99670780 1 -4 -7.59817336 1 148
## 2987 1 14.09887772 1 4 -7.59817336 2 148
## 2988 1 15.13553589 1 0 -7.59817336 3 148
## 2989 1 43.83463876 1 2 -7.59817336 4 148
## 2990 1 16.56645031 1 2 -7.59817336 5 148
## 2991 1 -18.98663531 1 5 -7.59817336 6 148
## 2992 1 -43.83963017 1 6 -7.59817336 7 148
## 2993 1 -21.68195105 1 3 -7.59817336 8 148
## 2994 1 32.33249920 1 0 -7.59817336 9 148
## 2995 1 -17.12590022 1 1 -7.59817336 10 148
## 2996 1 14.50091484 1 2 -7.59817336 11 148
## 2997 1 -0.58898172 1 0 -7.59817336 12 148
## 2998 1 -35.29352921 1 -5 -7.59817336 13 148
## 2999 1 20.71663585 1 -6 -7.59817336 14 148
## 3000 1 -6.88222617 1 0 -7.59817336 15 148
## 3001 1 -11.07903945 1 -4 -7.59817336 16 148
## 3002 1 -35.67486992 1 1 -7.59817336 17 148
## 3003 1 19.60711200 1 1 -7.59817336 18 148
## 3004 1 -5.11213969 1 1 -7.59817336 19 148
## 3005 1 9.78944142 1 3 -7.59817336 20 148
## 3006 1 12.58925087 1 2 -7.59817336 21 148
## 3007 1 3.49278014 1 1 -7.59817336 22 148
## 3008 1 -8.99601011 1 1 -7.59817336 23 148
## 3009 1 -19.96305647 0 5 6.90907720 1 149
## 3010 1 41.01563077 0 0 6.90907720 2 149
## 3011 1 -2.15430788 0 -2 6.90907720 3 149
## 3012 1 -4.00337316 0 7 6.90907720 4 149
## 3013 1 6.34872006 0 1 6.90907720 5 149
## 3014 1 -15.13350156 0 -6 6.90907720 6 149
## 3015 1 23.11012091 0 -4 6.90907720 7 149
## 3016 1 -3.29326451 0 -2 6.90907720 8 149
## 3017 1 9.88891632 0 -4 6.90907720 9 149
## 3018 1 -0.81214465 0 5 6.90907720 10 149
## 3019 1 10.83840959 0 -7 6.90907720 11 149
## 3020 1 -22.00993816 0 0 6.90907720 12 149
## 3021 1 6.17028382 0 4 6.90907720 13 149
## 3022 1 30.25796749 0 -5 6.90907720 14 149
## 3023 1 -15.08203047 0 -2 6.90907720 15 149
## 3024 1 -10.21826816 0 -7 6.90907720 16 149
## 3025 1 3.39798646 0 -7 3.54015233 1 150
## 3026 1 2.30590363 0 5 3.54015233 2 150
## 3027 1 15.07185744 0 -7 3.54015233 3 150
## 3028 1 -22.50419741 0 -5 3.54015233 4 150
## 3029 1 6.05342575 0 4 3.54015233 5 150
## 3030 1 5.96680777 0 1 3.54015233 6 150
## 3031 1 16.49493133 0 -7 3.54015233 7 150
## 3032 1 3.33487194 0 1 3.54015233 8 150
## 3033 1 -2.89812201 0 0 3.54015233 9 150
## 3034 1 1.17778202 0 -2 3.54015233 10 150
## 3035 1 -6.84289489 0 2 3.54015233 11 150
## 3036 1 4.47350275 0 0 3.54015233 12 150
## 3037 1 -14.23253761 0 4 3.54015233 13 150
## 3038 1 0.25998260 0 1 3.54015233 14 150
## 3039 1 4.37778450 0 -2 3.54015233 15 150
## 3040 1 -6.98703149 0 4 3.54015233 16 150
## district error int_classroom int_district fixed_outcome
## 1 1 5.943296e-01 3.21647206 0.96175248 57.29348
## 2 1 9.213285e-01 3.21647206 0.96175248 48.94708
## 3 1 1.805587e+00 3.21647206 0.96175248 45.22417
## 4 1 -1.829312e+00 3.21647206 0.96175248 50.79531
## 5 1 -4.692886e+00 3.21647206 0.96175248 51.26231
## 6 1 5.039028e+00 3.21647206 0.96175248 44.44538
## 7 1 -4.740903e-01 3.21647206 0.96175248 60.40441
## 8 1 2.792170e+00 3.21647206 0.96175248 42.87307
## 9 1 -4.949184e+00 3.21647206 0.96175248 54.78498
## 10 1 4.386615e-01 3.21647206 0.96175248 60.28681
## 11 1 -1.452711e+00 3.21647206 0.96175248 49.27225
## 12 1 -4.639932e+00 3.21647206 0.96175248 41.15208
## 13 1 4.728881e+00 3.21647206 0.96175248 57.47105
## 14 1 4.002997e+00 3.21647206 0.96175248 49.48342
## 15 1 -1.387562e+00 3.21647206 0.96175248 45.33506
## 16 1 1.254158e-01 3.21647206 0.96175248 55.56200
## 17 1 -7.076822e+00 3.21647206 0.96175248 45.60608
## 18 1 1.492612e-01 3.21647206 0.96175248 52.49156
## 19 1 3.031278e+00 0.73810431 0.96175248 56.98874
## 20 1 -7.837350e-01 0.73810431 0.96175248 50.53898
## 21 1 -1.503923e+00 0.73810431 0.96175248 54.88350
## 22 1 4.619039e+00 0.73810431 0.96175248 50.28221
## 23 1 -7.751059e+00 0.73810431 0.96175248 52.66889
## 24 1 6.132065e-01 0.73810431 0.96175248 34.81307
## 25 1 -1.207619e+00 0.73810431 0.96175248 45.29388
## 26 1 -2.824754e+00 0.73810431 0.96175248 54.32568
## 27 1 1.697091e+00 0.73810431 0.96175248 37.98546
## 28 1 -5.230069e+00 0.73810431 0.96175248 52.40517
## 29 1 4.438379e+00 0.73810431 0.96175248 56.68866
## 30 1 -1.234210e+00 0.73810431 0.96175248 49.26836
## 31 1 -1.991040e-01 0.73810431 0.96175248 52.77600
## 32 1 -1.964309e+00 0.73810431 0.96175248 45.50727
## 33 1 3.583077e+00 0.73810431 0.96175248 47.39934
## 34 1 -3.506324e+00 0.73810431 0.96175248 44.92020
## 35 1 -1.315789e+00 0.73810431 0.96175248 57.81586
## 36 1 8.283451e-01 0.73810431 0.96175248 42.73069
## 37 1 2.145793e+00 0.73810431 0.96175248 36.42874
## 38 1 -3.265233e+00 0.73810431 0.96175248 49.28566
## 39 1 -2.031947e+00 0.73810431 0.96175248 45.95804
## 40 1 5.627215e+00 0.73810431 0.96175248 68.97368
## 41 1 2.941454e+00 0.73810431 0.96175248 47.22289
## 42 1 7.740677e-01 -1.96241438 0.96175248 47.91704
## 43 1 6.116808e-01 -1.96241438 0.96175248 53.80325
## 44 1 1.656259e+00 -1.96241438 0.96175248 61.92565
## 45 1 3.314717e-01 -1.96241438 0.96175248 63.61449
## 46 1 9.935946e-01 -1.96241438 0.96175248 46.47199
## 47 1 2.478428e+00 -1.96241438 0.96175248 51.83840
## 48 1 -5.948758e+00 -1.96241438 0.96175248 52.27239
## 49 1 -2.445421e+00 -1.96241438 0.96175248 59.92681
## 50 1 2.334499e+00 -1.96241438 0.96175248 46.97810
## 51 1 -9.414494e-01 -1.96241438 0.96175248 60.82180
## 52 1 2.475370e+00 -1.96241438 0.96175248 50.88789
## 53 1 -2.781046e+00 -1.96241438 0.96175248 57.85386
## 54 1 -3.011006e+00 -1.96241438 0.96175248 47.22959
## 55 1 -4.692834e-01 -1.96241438 0.96175248 47.30112
## 56 1 -9.845202e-01 -1.96241438 0.96175248 48.20176
## 57 1 9.347413e-01 -1.96241438 0.96175248 62.66202
## 58 1 -1.317875e+00 -1.96241438 0.96175248 36.77346
## 59 1 -2.256784e-02 -1.96241438 0.96175248 41.65818
## 60 1 3.848193e+00 -1.96241438 0.96175248 41.30406
## 61 1 9.513286e-01 -1.96241438 0.96175248 42.87784
## 62 1 4.105190e+00 -1.96241438 0.96175248 44.47998
## 63 1 -5.451916e+00 -1.96241438 0.96175248 45.68720
## 64 1 2.396639e+00 -1.96241438 0.96175248 50.72200
## 65 1 6.037218e-01 -1.96241438 0.96175248 39.55941
## 66 1 8.148286e-01 -1.96241438 0.96175248 49.45658
## 67 1 3.889290e-01 -0.01041001 0.96175248 53.20635
## 68 1 2.982679e+00 -0.01041001 0.96175248 45.69042
## 69 1 -2.121583e+00 -0.01041001 0.96175248 55.62881
## 70 1 -3.703715e+00 -0.01041001 0.96175248 51.03592
## 71 1 -2.523454e+00 -0.01041001 0.96175248 52.36059
## 72 1 -6.498474e+00 -0.01041001 0.96175248 52.42133
## 73 1 1.881829e-02 -0.01041001 0.96175248 43.93076
## 74 1 7.394096e-01 -0.01041001 0.96175248 51.01505
## 75 1 7.358924e-01 -0.01041001 0.96175248 47.00550
## 76 1 4.390132e+00 -0.01041001 0.96175248 49.85109
## 77 1 -6.444924e+00 -0.01041001 0.96175248 51.76609
## 78 1 -1.620970e+00 -0.01041001 0.96175248 46.19675
## 79 1 -3.501174e+00 -0.01041001 0.96175248 45.59706
## 80 1 3.145754e+00 -0.01041001 0.96175248 51.39100
## 81 1 6.146754e+00 -0.01041001 0.96175248 58.91053
## 82 1 1.497116e+00 -0.01041001 0.96175248 49.83057
## 83 1 -2.852717e+00 -0.01041001 0.96175248 62.74037
## 84 1 -6.252951e+00 -0.01041001 0.96175248 43.33866
## 85 1 -6.326878e-01 -0.01041001 0.96175248 42.41774
## 86 1 2.696712e+00 -0.01041001 0.96175248 59.07401
## 87 1 -7.267387e+00 2.38792178 0.96175248 57.00871
## 88 1 1.063111e+00 2.38792178 0.96175248 45.03078
## 89 1 -2.729682e+00 2.38792178 0.96175248 51.58288
## 90 1 3.732933e-01 2.38792178 0.96175248 55.93992
## 91 1 1.582612e+00 2.38792178 0.96175248 57.90680
## 92 1 -4.408688e+00 2.38792178 0.96175248 28.76886
## 93 1 -2.385985e-01 2.38792178 0.96175248 47.72764
## 94 1 -2.747829e+00 2.38792178 0.96175248 59.08042
## 95 1 2.207286e-02 2.38792178 0.96175248 49.62336
## 96 1 -9.894525e-01 2.38792178 0.96175248 66.28539
## 97 1 -3.976525e-02 2.38792178 0.96175248 63.14512
## 98 1 -1.491613e+00 2.38792178 0.96175248 46.13231
## 99 1 -1.049236e+00 2.38792178 0.96175248 49.51068
## 100 1 -2.514619e+00 2.38792178 0.96175248 53.40895
## 101 1 -4.795894e+00 2.38792178 0.96175248 62.78106
## 102 1 8.835582e-01 2.38792178 0.96175248 60.64870
## 103 1 -2.527248e+00 2.38792178 0.96175248 52.82687
## 104 1 -2.067043e+00 2.38792178 0.96175248 38.99883
## 105 1 -3.289467e-01 2.38792178 0.96175248 49.40395
## 106 1 -5.076692e+00 2.38792178 0.96175248 55.68286
## 107 1 -1.135749e+00 2.38792178 0.96175248 58.01500
## 108 1 -2.954083e+00 2.38792178 0.96175248 50.42329
## 109 1 2.328176e-01 2.38792178 0.96175248 60.71083
## 110 1 4.024112e+00 2.38792178 0.96175248 75.83298
## 111 1 -3.647186e-01 -0.89764432 0.96175248 47.53783
## 112 1 8.524505e-01 -0.89764432 0.96175248 45.14730
## 113 1 4.195452e-01 -0.89764432 0.96175248 54.27133
## 114 1 -2.526521e+00 -0.89764432 0.96175248 60.87217
## 115 1 8.813173e-01 -0.89764432 0.96175248 49.32017
## 116 1 -5.364785e+00 -0.89764432 0.96175248 46.46513
## 117 1 6.068829e-01 -0.89764432 0.96175248 52.81825
## 118 1 6.184196e+00 -0.89764432 0.96175248 58.22659
## 119 1 -3.056196e+00 -0.89764432 0.96175248 51.21171
## 120 1 3.637910e+00 -0.89764432 0.96175248 45.24145
## 121 1 -1.828396e-01 -0.89764432 0.96175248 40.90232
## 122 1 8.870356e-01 -0.89764432 0.96175248 42.44650
## 123 1 -3.775418e+00 -0.89764432 0.96175248 51.12744
## 124 1 1.527437e+00 -0.89764432 0.96175248 54.91740
## 125 1 -5.586139e+00 -0.89764432 0.96175248 60.57747
## 126 1 1.128026e+01 -0.89764432 0.96175248 52.37894
## 127 1 2.507615e+00 -0.89764432 0.96175248 49.96888
## 128 1 3.126208e+00 -0.89764432 0.96175248 45.46538
## 129 1 1.526403e+00 -0.89764432 0.96175248 47.10310
## 130 1 2.333467e+00 -0.89764432 0.96175248 46.25866
## 131 1 -3.637889e+00 -0.89764432 0.96175248 51.95085
## 132 1 -3.707839e-01 -0.89764432 0.96175248 41.02216
## 133 1 1.062745e+00 -0.89764432 0.96175248 62.53819
## 134 1 9.465220e-01 -0.89764432 0.96175248 58.65601
## 135 1 -6.812720e+00 -0.89764432 0.96175248 55.69969
## 136 1 -4.261364e+00 1.97272702 0.96175248 65.88754
## 137 1 1.253245e+00 1.97272702 0.96175248 35.42715
## 138 1 -4.224218e-01 1.97272702 0.96175248 57.40128
## 139 1 2.222031e+00 1.97272702 0.96175248 62.31723
## 140 1 -5.255486e-01 1.97272702 0.96175248 46.46727
## 141 1 1.584824e+00 1.97272702 0.96175248 48.71071
## 142 1 -2.628828e+00 1.97272702 0.96175248 53.76084
## 143 1 -1.068060e+01 1.97272702 0.96175248 50.54408
## 144 1 1.869295e+00 1.97272702 0.96175248 48.11331
## 145 1 3.108199e+00 1.97272702 0.96175248 57.53188
## 146 1 -2.936530e+00 1.97272702 0.96175248 54.10874
## 147 1 -3.857381e+00 1.97272702 0.96175248 55.31123
## 148 1 8.364672e-01 1.97272702 0.96175248 44.10485
## 149 1 -1.527193e+00 1.97272702 0.96175248 41.52733
## 150 1 2.510507e+00 1.97272702 0.96175248 38.67408
## 151 1 2.200801e+00 1.97272702 0.96175248 63.92433
## 152 1 -2.277608e+00 1.97272702 0.96175248 53.34499
## 153 1 1.155685e-01 4.98787823 0.96175248 47.97140
## 154 1 -4.061952e+00 4.98787823 0.96175248 63.63824
## 155 1 -8.011759e-01 4.98787823 0.96175248 45.81826
## 156 1 2.281331e+00 4.98787823 0.96175248 56.21797
## 157 1 6.106173e+00 4.98787823 0.96175248 61.93898
## 158 1 -1.932953e+00 4.98787823 0.96175248 47.41213
## 159 1 1.930454e+00 4.98787823 0.96175248 59.07835
## 160 1 -2.191277e+00 4.98787823 0.96175248 47.21962
## 161 1 8.180341e-01 4.98787823 0.96175248 35.42801
## 162 1 4.058145e-01 4.98787823 0.96175248 28.50643
## 163 1 -3.172904e+00 4.98787823 0.96175248 31.75944
## 164 1 2.701042e+00 4.98787823 0.96175248 54.38322
## 165 1 7.210297e+00 4.98787823 0.96175248 66.71116
## 166 1 -2.780037e+00 4.98787823 0.96175248 57.18064
## 167 1 -2.021778e+00 4.98787823 0.96175248 45.91992
## 168 1 -1.420286e+00 4.98787823 0.96175248 49.72868
## 169 1 -4.323534e+00 4.98787823 0.96175248 31.25105
## 170 1 1.533895e+00 4.98787823 0.96175248 38.26840
## 171 1 -3.567361e+00 4.98787823 0.96175248 46.95269
## 172 1 2.917136e+00 4.98787823 0.96175248 41.67299
## 173 1 9.946660e-01 4.98787823 0.96175248 63.89166
## 174 1 1.302361e-01 4.98787823 0.96175248 52.95107
## 175 1 -8.663181e+00 4.98787823 0.96175248 50.64461
## 176 1 -1.029312e+00 4.98787823 0.96175248 46.96442
## 177 1 -1.752330e+00 4.98787823 0.96175248 56.64266
## 178 1 3.451639e+00 1.85096818 0.96175248 48.60669
## 179 1 1.003433e+00 1.85096818 0.96175248 58.04191
## 180 1 2.434950e+00 1.85096818 0.96175248 44.16040
## 181 1 -1.872286e+00 1.85096818 0.96175248 49.33834
## 182 1 2.558536e+00 1.85096818 0.96175248 50.69489
## 183 1 7.533059e+00 1.85096818 0.96175248 45.60661
## 184 1 4.710814e+00 1.85096818 0.96175248 49.93406
## 185 1 4.859732e-01 1.85096818 0.96175248 49.21410
## 186 1 1.095908e+00 1.85096818 0.96175248 50.65164
## 187 1 4.423077e-01 1.85096818 0.96175248 63.62637
## 188 1 -3.208560e+00 1.85096818 0.96175248 42.35723
## 189 1 1.628378e+00 1.85096818 0.96175248 58.55383
## 190 1 -7.193928e-01 1.85096818 0.96175248 45.16253
## 191 1 5.833763e+00 1.85096818 0.96175248 52.70607
## 192 1 5.526082e-01 1.85096818 0.96175248 50.97231
## 193 1 -2.267151e+00 1.85096818 0.96175248 45.56369
## 194 1 3.767889e-01 1.85096818 0.96175248 52.81419
## 195 1 -6.376870e+00 1.85096818 0.96175248 54.31164
## 196 1 -6.927393e-01 1.85096818 0.96175248 50.64130
## 197 1 4.049099e+00 1.85096818 0.96175248 52.70995
## 198 1 -2.703987e+00 1.85096818 0.96175248 57.29399
## 199 1 1.942807e+00 1.85096818 0.96175248 58.54710
## 200 1 -3.275866e+00 1.85096818 0.96175248 44.46390
## 201 1 7.948073e-01 -1.33843143 0.96175248 62.07583
## 202 1 3.578037e+00 -1.33843143 0.96175248 62.66385
## 203 1 2.387530e+00 -1.33843143 0.96175248 47.77430
## 204 1 -4.502371e+00 -1.33843143 0.96175248 52.04862
## 205 1 2.352691e+00 -1.33843143 0.96175248 42.64965
## 206 1 1.531949e+00 -1.33843143 0.96175248 57.58758
## 207 1 -1.268615e+00 -1.33843143 0.96175248 53.95663
## 208 1 -1.081026e+00 -1.33843143 0.96175248 37.10314
## 209 1 -2.172838e+00 -1.33843143 0.96175248 47.96422
## 210 1 -7.938428e+00 -1.33843143 0.96175248 64.79451
## 211 1 -6.691911e-01 -1.33843143 0.96175248 50.69833
## 212 1 2.560156e+00 -1.33843143 0.96175248 52.67741
## 213 1 1.795391e+00 -1.33843143 0.96175248 49.55807
## 214 1 -1.248014e-01 -1.33843143 0.96175248 50.06975
## 215 1 -8.808762e-01 -1.33843143 0.96175248 49.40669
## 216 1 5.765113e+00 -1.33843143 0.96175248 43.12224
## 217 1 2.053152e+00 -1.33843143 0.96175248 43.65593
## 218 1 -3.522804e+00 -1.33843143 0.96175248 45.20945
## 219 1 2.363025e+00 -1.33843143 0.96175248 55.80116
## 220 1 9.952652e-02 -1.33843143 0.96175248 47.37784
## 221 2 -3.308610e+00 -0.32641494 0.34911543 51.81700
## 222 2 4.581929e-01 -0.32641494 0.34911543 65.70665
## 223 2 1.715719e+00 -0.32641494 0.34911543 52.38205
## 224 2 -4.267657e+00 -0.32641494 0.34911543 55.71853
## 225 2 2.409904e+00 -0.32641494 0.34911543 44.95953
## 226 2 -3.615447e+00 -0.32641494 0.34911543 45.37672
## 227 2 1.509916e+00 -0.32641494 0.34911543 51.28557
## 228 2 -4.697624e+00 -0.32641494 0.34911543 38.87145
## 229 2 1.197872e-01 -0.32641494 0.34911543 68.46892
## 230 2 1.545530e-01 -0.32641494 0.34911543 51.49653
## 231 2 -5.853065e-01 -0.32641494 0.34911543 72.72463
## 232 2 4.848314e-01 -0.32641494 0.34911543 47.62620
## 233 2 6.184356e-01 -0.32641494 0.34911543 49.79078
## 234 2 4.216601e+00 -0.32641494 0.34911543 47.65296
## 235 2 2.180383e+00 -0.32641494 0.34911543 53.83667
## 236 2 -3.725931e+00 -0.32641494 0.34911543 36.75806
## 237 2 2.849925e+00 -0.32641494 0.34911543 55.66214
## 238 2 -2.503670e+00 -0.32641494 0.34911543 67.91337
## 239 2 -4.144568e-01 -0.03791577 0.34911543 50.24014
## 240 2 -2.195068e-01 -0.03791577 0.34911543 53.66555
## 241 2 9.547173e-01 -0.03791577 0.34911543 51.65710
## 242 2 -3.737732e+00 -0.03791577 0.34911543 45.96658
## 243 2 4.582102e+00 -0.03791577 0.34911543 57.39299
## 244 2 -5.595856e-01 -0.03791577 0.34911543 52.08978
## 245 2 2.807567e+00 -0.03791577 0.34911543 51.08958
## 246 2 3.223577e+00 -0.03791577 0.34911543 40.28694
## 247 2 3.829675e+00 -0.03791577 0.34911543 53.36788
## 248 2 -5.084721e+00 -0.03791577 0.34911543 57.12885
## 249 2 -2.375872e+00 -0.03791577 0.34911543 50.44434
## 250 2 4.151356e-01 -0.03791577 0.34911543 43.17968
## 251 2 -4.850460e+00 -0.03791577 0.34911543 49.78373
## 252 2 -1.353504e-01 -0.03791577 0.34911543 56.31612
## 253 2 -1.125175e+00 -0.03791577 0.34911543 57.54635
## 254 2 1.008166e+00 -0.03791577 0.34911543 48.85111
## 255 2 2.533575e+00 -0.03791577 0.34911543 58.01609
## 256 2 -7.117540e+00 -0.03791577 0.34911543 53.08991
## 257 2 -6.103525e+00 -0.03791577 0.34911543 56.81475
## 258 2 -1.442198e+00 1.70153429 0.34911543 46.49043
## 259 2 9.162716e-01 1.70153429 0.34911543 63.60144
## 260 2 3.553877e+00 1.70153429 0.34911543 46.14691
## 261 2 -3.764001e+00 1.70153429 0.34911543 53.31328
## 262 2 -7.697751e-01 1.70153429 0.34911543 50.84694
## 263 2 -1.720707e+00 1.70153429 0.34911543 42.44653
## 264 2 -4.912347e-01 1.70153429 0.34911543 57.09895
## 265 2 4.888867e-01 1.70153429 0.34911543 52.37962
## 266 2 -3.045434e+00 1.70153429 0.34911543 51.50110
## 267 2 2.703913e+00 1.70153429 0.34911543 53.90112
## 268 2 -5.040231e+00 1.70153429 0.34911543 48.78562
## 269 2 -4.413685e+00 1.70153429 0.34911543 45.19129
## 270 2 2.664755e+00 1.70153429 0.34911543 56.73148
## 271 2 -1.984078e+00 1.70153429 0.34911543 51.78805
## 272 2 5.499836e+00 1.70153429 0.34911543 48.07804
## 273 2 -2.936825e+00 1.70153429 0.34911543 43.63209
## 274 2 7.592233e-01 1.70153429 0.34911543 65.64194
## 275 2 -3.102902e+00 1.70153429 0.34911543 52.66500
## 276 2 -1.717243e+00 2.67019444 0.34911543 35.72039
## 277 2 1.470355e+00 2.67019444 0.34911543 47.29406
## 278 2 7.581573e+00 2.67019444 0.34911543 58.14935
## 279 2 8.708531e-01 2.67019444 0.34911543 43.01551
## 280 2 3.851993e+00 2.67019444 0.34911543 49.75888
## 281 2 -3.277233e-01 2.67019444 0.34911543 52.15531
## 282 2 4.360474e+00 2.67019444 0.34911543 54.60722
## 283 2 -8.668675e-01 2.67019444 0.34911543 45.04017
## 284 2 -3.864208e+00 2.67019444 0.34911543 52.83686
## 285 2 6.775614e-01 2.67019444 0.34911543 43.27855
## 286 2 -8.451776e-02 2.67019444 0.34911543 57.13402
## 287 2 2.270928e+00 2.67019444 0.34911543 46.22151
## 288 2 1.345858e+00 2.67019444 0.34911543 54.88521
## 289 2 1.988891e+00 2.67019444 0.34911543 44.21662
## 290 2 9.248267e-02 2.67019444 0.34911543 43.05091
## 291 2 -4.159106e+00 2.67019444 0.34911543 48.29372
## 292 2 -2.157931e+00 2.67019444 0.34911543 58.33594
## 293 2 -3.137340e+00 2.67019444 0.34911543 45.97505
## 294 2 1.197952e+00 2.67019444 0.34911543 64.06873
## 295 2 -3.989728e-01 2.67019444 0.34911543 54.66348
## 296 2 3.336457e+00 2.67019444 0.34911543 72.16151
## 297 2 4.201705e+00 -2.76440762 0.34911543 47.90876
## 298 2 8.654540e-01 -2.76440762 0.34911543 56.27830
## 299 2 -1.127582e+00 -2.76440762 0.34911543 27.75348
## 300 2 -1.013565e+00 -2.76440762 0.34911543 51.79752
## 301 2 2.019942e+00 -2.76440762 0.34911543 49.18563
## 302 2 3.601715e+00 -2.76440762 0.34911543 62.43973
## 303 2 -1.423433e+00 -2.76440762 0.34911543 39.71900
## 304 2 -4.072525e+00 -2.76440762 0.34911543 60.75457
## 305 2 -1.204987e+00 -2.76440762 0.34911543 55.64942
## 306 2 3.022190e+00 -2.76440762 0.34911543 60.45110
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## 308 2 4.237312e-02 -2.76440762 0.34911543 53.05821
## 309 2 -1.690472e+00 -2.76440762 0.34911543 48.83734
## 310 2 -4.653194e+00 -2.76440762 0.34911543 49.73145
## 311 2 -8.538496e-01 -2.76440762 0.34911543 43.72541
## 312 2 -4.062530e+00 -2.76440762 0.34911543 52.33046
## 313 2 -1.531016e+00 -2.76440762 0.34911543 51.65753
## 314 2 4.119757e-01 -2.76440762 0.34911543 42.80428
## 315 2 -3.165855e+00 -2.76440762 0.34911543 58.46847
## 316 2 6.434388e+00 -2.76440762 0.34911543 47.32574
## 317 2 2.909192e-01 -2.76440762 0.34911543 69.19704
## 318 2 2.662082e+00 -2.76440762 0.34911543 55.82818
## 319 2 -1.726410e+00 -2.76440762 0.34911543 45.46883
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## 321 2 -1.344640e+00 -0.94169317 0.34911543 50.71816
## 322 2 4.472897e+00 -0.94169317 0.34911543 45.30009
## 323 2 6.278019e+00 -0.94169317 0.34911543 59.69144
## 324 2 4.114009e-01 -0.94169317 0.34911543 57.48391
## 325 2 -1.978924e+00 -0.94169317 0.34911543 33.01809
## 326 2 6.767757e-01 -0.94169317 0.34911543 56.96794
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## 328 2 -6.471456e-02 -0.94169317 0.34911543 51.92271
## 329 2 1.036737e+00 -0.94169317 0.34911543 48.56324
## 330 2 2.366927e+00 -0.94169317 0.34911543 40.06494
## 331 2 -2.370283e+00 -0.94169317 0.34911543 34.68858
## 332 2 3.810010e+00 -0.94169317 0.34911543 59.94363
## 333 2 -1.215569e+00 -0.94169317 0.34911543 41.26918
## 334 2 -2.502409e+00 -0.94169317 0.34911543 59.05960
## 335 2 -4.374741e-01 -0.94169317 0.34911543 57.65868
## 336 2 6.382938e-01 -0.94169317 0.34911543 50.42691
## 337 2 -2.461871e+00 -0.94169317 0.34911543 61.59556
## 338 2 -6.833895e+00 -0.80500269 0.34911543 42.33214
## 339 2 -2.030583e+00 -0.80500269 0.34911543 51.21867
## 340 2 8.904540e-01 -0.80500269 0.34911543 53.26992
## 341 2 2.266989e-01 -0.80500269 0.34911543 47.44139
## 342 2 -5.713661e+00 -0.80500269 0.34911543 54.45929
## 343 2 1.093255e+01 -0.80500269 0.34911543 53.28604
## 344 2 1.075163e+00 -0.80500269 0.34911543 50.26057
## 345 2 3.312086e+00 -0.80500269 0.34911543 54.07028
## 346 2 -3.627399e+00 -0.80500269 0.34911543 48.57988
## 347 2 6.848694e-01 -0.80500269 0.34911543 48.08315
## 348 2 -1.097559e+00 -0.80500269 0.34911543 53.62911
## 349 2 3.187205e+00 -0.80500269 0.34911543 56.09121
## 350 2 4.677166e+00 -0.80500269 0.34911543 44.78000
## 351 2 -2.501520e+00 -0.80500269 0.34911543 49.59580
## 352 2 1.085416e+00 -0.80500269 0.34911543 57.77503
## 353 2 5.107683e+00 -0.80500269 0.34911543 49.34193
## 354 2 -1.614569e+00 -0.80500269 0.34911543 46.21159
## 355 2 5.898578e-01 -0.80500269 0.34911543 44.97073
## 356 2 -5.207756e-01 -0.80500269 0.34911543 45.93920
## 357 2 3.147755e+00 -1.88584079 0.34911543 54.24091
## 358 2 4.999520e+00 -1.88584079 0.34911543 60.05857
## 359 2 1.803561e+00 -1.88584079 0.34911543 48.97485
## 360 2 -4.675833e+00 -1.88584079 0.34911543 50.83642
## 361 2 6.515999e+00 -1.88584079 0.34911543 41.33899
## 362 2 -3.711505e+00 -1.88584079 0.34911543 39.10747
## 363 2 -6.647634e-01 -1.88584079 0.34911543 55.38999
## 364 2 9.046464e-01 -1.88584079 0.34911543 48.49637
## 365 2 6.829259e+00 -1.88584079 0.34911543 57.71818
## 366 2 2.300290e+00 -1.88584079 0.34911543 43.22682
## 367 2 -2.716029e-02 -1.88584079 0.34911543 43.84441
## 368 2 -2.471401e+00 -1.88584079 0.34911543 55.92811
## 369 2 3.315968e-01 -1.88584079 0.34911543 44.94574
## 370 2 -4.601762e+00 -1.88584079 0.34911543 61.11541
## 371 2 -3.293294e+00 -1.88584079 0.34911543 40.48446
## 372 2 -9.115211e+00 -5.05637743 0.34911543 55.70170
## 373 2 -3.796273e+00 -5.05637743 0.34911543 61.80121
## 374 2 -1.572039e+00 -5.05637743 0.34911543 52.97841
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## 376 2 1.764389e+00 -5.05637743 0.34911543 28.93776
## 377 2 3.554416e+00 -5.05637743 0.34911543 51.32339
## 378 2 4.339774e+00 -5.05637743 0.34911543 64.88745
## 379 2 -4.912195e+00 -5.05637743 0.34911543 63.12771
## 380 2 -2.038947e+00 -5.05637743 0.34911543 66.60584
## 381 2 3.408092e-01 -5.05637743 0.34911543 52.74420
## 382 2 -2.996722e+00 -5.05637743 0.34911543 46.98698
## 383 2 4.565683e+00 -5.05637743 0.34911543 47.93886
## 384 2 5.556508e+00 -5.05637743 0.34911543 53.16028
## 385 2 1.133033e+00 -5.05637743 0.34911543 47.99940
## 386 2 -1.647047e+00 -5.05637743 0.34911543 36.71357
## 387 2 1.103575e+00 -5.05637743 0.34911543 55.83958
## 388 2 -3.197337e+00 0.68437305 0.34911543 40.17731
## 389 2 4.277297e+00 0.68437305 0.34911543 54.16545
## 390 2 2.024114e+00 0.68437305 0.34911543 49.92427
## 391 2 -3.783107e+00 0.68437305 0.34911543 44.93498
## 392 2 -2.211537e+00 0.68437305 0.34911543 44.54498
## 393 2 -3.001891e+00 0.68437305 0.34911543 46.68323
## 394 2 1.815029e-01 0.68437305 0.34911543 64.88721
## 395 2 -2.493792e+00 0.68437305 0.34911543 41.66303
## 396 2 -4.727532e+00 0.68437305 0.34911543 35.94406
## 397 2 -5.697572e-02 0.68437305 0.34911543 41.34006
## 398 2 2.830084e+00 0.68437305 0.34911543 55.32938
## 399 2 -6.669460e+00 0.68437305 0.34911543 46.61535
## 400 2 2.647007e-02 0.68437305 0.34911543 58.90120
## 401 2 2.404600e+00 0.68437305 0.34911543 43.17629
## 402 2 5.012483e+00 0.68437305 0.34911543 36.49312
## 403 2 -1.451777e+00 0.68437305 0.34911543 53.11316
## 404 2 -5.123976e+00 0.68437305 0.34911543 41.27545
## 405 2 -4.246316e-01 0.68437305 0.34911543 54.58537
## 406 2 2.397610e+00 0.68437305 0.34911543 42.40648
## 407 2 5.837553e+00 0.68437305 0.34911543 48.88653
## 408 2 1.964960e+00 0.68437305 0.34911543 47.71719
## 409 3 3.395682e+00 0.27997164 0.63012756 47.96054
## 410 3 2.637026e+00 0.27997164 0.63012756 55.66301
## 411 3 -3.393557e-01 0.27997164 0.63012756 56.72744
## 412 3 -1.162380e-01 0.27997164 0.63012756 47.73933
## 413 3 -1.323568e+00 0.27997164 0.63012756 41.02252
## 414 3 -3.723886e+00 0.27997164 0.63012756 64.76340
## 415 3 4.178562e+00 0.27997164 0.63012756 43.84012
## 416 3 2.548179e+00 0.27997164 0.63012756 50.23112
## 417 3 3.453020e+00 0.27997164 0.63012756 47.87877
## 418 3 2.327807e+00 0.27997164 0.63012756 62.73659
## 419 3 -3.676067e+00 0.27997164 0.63012756 46.53571
## 420 3 3.458976e+00 0.27997164 0.63012756 53.79669
## 421 3 -2.838095e+00 0.27997164 0.63012756 50.86277
## 422 3 -2.489345e+00 0.27997164 0.63012756 62.82930
## 423 3 -5.222154e+00 0.27997164 0.63012756 41.20137
## 424 3 3.997391e+00 0.27997164 0.63012756 50.58707
## 425 3 4.691613e+00 0.27997164 0.63012756 47.35191
## 426 3 5.465522e-02 0.27997164 0.63012756 46.07235
## 427 3 1.458459e+00 0.27997164 0.63012756 50.52310
## 428 3 2.747172e-01 0.43597431 0.63012756 47.53343
## 429 3 1.109287e+00 0.43597431 0.63012756 52.09782
## 430 3 -6.665654e+00 0.43597431 0.63012756 54.15596
## 431 3 1.678296e+00 0.43597431 0.63012756 30.89308
## 432 3 -7.749935e+00 0.43597431 0.63012756 55.92478
## 433 3 -2.402158e+00 0.43597431 0.63012756 42.04325
## 434 3 7.772391e+00 0.43597431 0.63012756 51.42860
## 435 3 3.816351e+00 0.43597431 0.63012756 56.37606
## 436 3 -8.022139e-01 0.43597431 0.63012756 42.25722
## 437 3 3.878947e+00 0.43597431 0.63012756 49.03782
## 438 3 -6.238365e-01 0.43597431 0.63012756 65.14602
## 439 3 1.200549e+00 0.43597431 0.63012756 47.84836
## 440 3 -9.211070e+00 0.43597431 0.63012756 64.03722
## 441 3 -2.189046e+00 0.43597431 0.63012756 45.02212
## 442 3 -6.294527e+00 0.43597431 0.63012756 55.59563
## 443 3 2.863310e+00 0.43597431 0.63012756 47.69215
## 444 3 3.759343e+00 0.43597431 0.63012756 56.42323
## 445 3 -2.619363e-01 0.43597431 0.63012756 44.73050
## 446 3 -3.624939e+00 2.80627879 0.63012756 37.07315
## 447 3 1.847623e+00 2.80627879 0.63012756 66.03944
## 448 3 -3.013376e+00 2.80627879 0.63012756 53.95344
## 449 3 -1.515596e+00 2.80627879 0.63012756 60.93434
## 450 3 -3.982983e+00 2.80627879 0.63012756 51.72507
## 451 3 2.131686e-01 2.80627879 0.63012756 42.58965
## 452 3 -1.045628e+01 2.80627879 0.63012756 41.60321
## 453 3 4.759627e-01 2.80627879 0.63012756 56.03771
## 454 3 -3.751980e+00 2.80627879 0.63012756 51.75691
## 455 3 -2.763196e+00 2.80627879 0.63012756 48.91945
## 456 3 -1.826632e+00 2.80627879 0.63012756 53.56078
## 457 3 2.961436e+00 2.80627879 0.63012756 46.25728
## 458 3 -2.212932e+00 2.80627879 0.63012756 62.13970
## 459 3 1.872078e+00 2.80627879 0.63012756 56.46912
## 460 3 -5.312387e+00 2.80627879 0.63012756 46.24563
## 461 3 2.451518e+00 2.80627879 0.63012756 35.10086
## 462 3 7.529680e-01 2.80627879 0.63012756 42.31583
## 463 3 -9.079079e-01 2.80627879 0.63012756 53.91136
## 464 3 -8.410491e-01 2.80627879 0.63012756 57.90951
## 465 3 3.011697e+00 2.80627879 0.63012756 61.62125
## 466 3 1.242455e+00 2.80627879 0.63012756 50.11814
## 467 3 3.564895e+00 2.80627879 0.63012756 51.17097
## 468 3 -1.898893e+00 2.80627879 0.63012756 48.70633
## 469 3 7.506910e+00 2.80627879 0.63012756 52.38267
## 470 3 -3.145536e+00 0.09398197 0.63012756 59.21571
## 471 3 -7.908133e+00 0.09398197 0.63012756 47.30933
## 472 3 -6.705678e-01 0.09398197 0.63012756 39.88155
## 473 3 -9.189090e+00 0.09398197 0.63012756 64.70229
## 474 3 -2.082103e+00 0.09398197 0.63012756 64.05282
## 475 3 2.394855e+00 0.09398197 0.63012756 46.54105
## 476 3 2.602353e-01 0.09398197 0.63012756 46.19519
## 477 3 -1.167167e+00 0.09398197 0.63012756 51.96022
## 478 3 -2.109502e+00 0.09398197 0.63012756 55.26737
## 479 3 7.168769e-01 0.09398197 0.63012756 34.90537
## 480 3 -2.291415e+00 0.09398197 0.63012756 47.74693
## 481 3 2.704491e+00 0.09398197 0.63012756 53.97599
## 482 3 9.808936e-01 0.09398197 0.63012756 44.95459
## 483 3 -3.246098e+00 0.09398197 0.63012756 55.78333
## 484 3 7.985379e-02 0.09398197 0.63012756 49.52793
## 485 3 7.137914e+00 0.09398197 0.63012756 54.18121
## 486 3 -1.081672e+00 0.09398197 0.63012756 52.10902
## 487 3 -1.815549e+00 0.09398197 0.63012756 47.65935
## 488 3 -4.341094e+00 0.09398197 0.63012756 31.67423
## 489 3 -1.497270e+00 0.09398197 0.63012756 48.40121
## 490 3 3.114871e+00 0.09398197 0.63012756 61.00592
## 491 3 4.700373e+00 0.09398197 0.63012756 43.53942
## 492 3 -4.006049e+00 0.09398197 0.63012756 70.66826
## 493 3 -7.755431e-01 -0.13768086 0.63012756 55.02352
## 494 3 3.751567e+00 -0.13768086 0.63012756 59.35296
## 495 3 9.515054e-01 -0.13768086 0.63012756 44.14648
## 496 3 6.430588e+00 -0.13768086 0.63012756 57.25393
## 497 3 1.161902e+00 -0.13768086 0.63012756 40.82039
## 498 3 1.652730e+00 -0.13768086 0.63012756 51.60667
## 499 3 -4.648835e+00 -0.13768086 0.63012756 62.54220
## 500 3 -6.081518e+00 -0.13768086 0.63012756 40.19576
## 501 3 3.790152e+00 -0.13768086 0.63012756 42.56268
## 502 3 2.093640e+00 -0.13768086 0.63012756 48.71222
## 503 3 4.319145e-01 -0.13768086 0.63012756 55.33632
## 504 3 -2.614837e+00 -0.13768086 0.63012756 49.66061
## 505 3 -3.965298e+00 -0.13768086 0.63012756 51.44927
## 506 3 2.669679e+00 -0.13768086 0.63012756 52.89950
## 507 3 -6.184906e+00 -0.13768086 0.63012756 53.12362
## 508 3 -1.821480e+00 -0.13768086 0.63012756 58.36764
## 509 3 1.463787e+00 -2.29679450 0.63012756 48.40107
## 510 3 7.774532e-01 -2.29679450 0.63012756 51.63829
## 511 3 -4.993237e-02 -2.29679450 0.63012756 39.22457
## 512 3 -1.405602e+00 -2.29679450 0.63012756 36.55376
## 513 3 1.456948e+00 -2.29679450 0.63012756 38.70081
## 514 3 1.845875e+00 -2.29679450 0.63012756 56.93285
## 515 3 2.082654e+00 -2.29679450 0.63012756 39.83801
## 516 3 1.629052e+00 -2.29679450 0.63012756 47.80445
## 517 3 -2.933654e+00 -2.29679450 0.63012756 43.43328
## 518 3 8.226624e-01 -2.29679450 0.63012756 52.03913
## 519 3 7.481591e+00 -2.29679450 0.63012756 42.82764
## 520 3 -1.397310e+00 -2.29679450 0.63012756 60.63957
## 521 3 3.719499e+00 -2.29679450 0.63012756 58.84618
## 522 3 1.883348e+00 -2.29679450 0.63012756 65.02072
## 523 3 -4.574601e+00 -2.29679450 0.63012756 38.67698
## 524 3 1.679276e-01 -2.29679450 0.63012756 47.55683
## 525 3 -1.686272e+00 -2.29679450 0.63012756 57.85433
## 526 3 2.157233e+00 -2.29679450 0.63012756 53.11811
## 527 3 -9.113964e-01 -2.29679450 0.63012756 48.89660
## 528 3 3.119361e+00 -2.29679450 0.63012756 35.45569
## 529 3 -3.929877e+00 -2.29679450 0.63012756 46.41289
## 530 3 -1.671142e+00 -2.29679450 0.63012756 38.38227
## 531 3 2.891961e+00 -2.16134810 0.63012756 47.26326
## 532 3 -2.072073e+00 -2.16134810 0.63012756 37.72607
## 533 3 -2.739778e+00 -2.16134810 0.63012756 41.07747
## 534 3 9.287923e-01 -2.16134810 0.63012756 45.78073
## 535 3 1.633460e+00 -2.16134810 0.63012756 51.87987
## 536 3 3.045364e-01 -2.16134810 0.63012756 44.82880
## 537 3 -3.841585e-02 -2.16134810 0.63012756 54.34093
## 538 3 -5.809384e+00 -2.16134810 0.63012756 47.47717
## 539 3 8.772505e-02 -2.16134810 0.63012756 43.12514
## 540 3 1.264081e+00 -2.16134810 0.63012756 45.33459
## 541 3 4.611734e+00 -2.16134810 0.63012756 50.24018
## 542 3 1.878024e+00 -2.16134810 0.63012756 36.91449
## 543 3 1.824444e+00 -2.16134810 0.63012756 65.79703
## 544 3 -5.873019e+00 -2.16134810 0.63012756 58.07714
## 545 3 2.059975e+00 -2.16134810 0.63012756 50.40768
## 546 3 -1.799138e+00 -2.16134810 0.63012756 57.76833
## 547 3 2.098793e+00 -2.16134810 0.63012756 52.99009
## 548 3 -2.314313e+00 2.11886210 0.63012756 49.37439
## 549 3 1.168735e+00 2.11886210 0.63012756 45.05425
## 550 3 -2.403448e-01 2.11886210 0.63012756 55.77864
## 551 3 -1.135781e+00 2.11886210 0.63012756 58.02636
## 552 3 2.386723e-01 2.11886210 0.63012756 33.71837
## 553 3 2.857413e+00 2.11886210 0.63012756 39.16251
## 554 3 9.595924e-01 2.11886210 0.63012756 44.75995
## 555 3 -1.187823e+00 2.11886210 0.63012756 59.14073
## 556 3 -1.703699e+00 2.11886210 0.63012756 52.86198
## 557 3 5.445930e+00 2.11886210 0.63012756 49.58118
## 558 3 -2.368876e+00 2.11886210 0.63012756 49.43142
## 559 3 2.940689e+00 2.11886210 0.63012756 35.43644
## 560 3 -1.831877e+00 2.11886210 0.63012756 40.55873
## 561 3 -5.253968e+00 2.11886210 0.63012756 49.38198
## 562 3 -6.917985e+00 2.11886210 0.63012756 41.37846
## 563 3 3.841332e+00 2.11886210 0.63012756 51.31876
## 564 3 -1.330751e+00 2.11886210 0.63012756 50.19434
## 565 3 8.534868e-01 2.11886210 0.63012756 57.84882
## 566 3 6.084654e+00 2.11886210 0.63012756 53.33299
## 567 3 -3.909305e-01 2.11886210 0.63012756 56.59631
## 568 3 5.221710e+00 2.11886210 0.63012756 56.65350
## 569 3 -2.192027e+00 2.07882215 0.63012756 44.47582
## 570 3 7.339461e+00 2.07882215 0.63012756 48.84973
## 571 3 -4.244419e-01 2.07882215 0.63012756 46.92014
## 572 3 2.722572e+00 2.07882215 0.63012756 36.21283
## 573 3 -7.562024e-01 2.07882215 0.63012756 40.84882
## 574 3 -9.989048e-01 2.07882215 0.63012756 66.45235
## 575 3 -1.451811e+00 2.07882215 0.63012756 34.20864
## 576 3 3.290418e+00 2.07882215 0.63012756 39.53866
## 577 3 4.508535e+00 2.07882215 0.63012756 56.81926
## 578 3 4.495693e+00 2.07882215 0.63012756 42.56783
## 579 3 -1.712919e-04 2.07882215 0.63012756 55.40287
## 580 3 -3.744586e+00 2.07882215 0.63012756 59.26264
## 581 3 -4.713492e-01 2.07882215 0.63012756 33.25265
## 582 3 -1.602417e+00 2.07882215 0.63012756 76.34934
## 583 3 9.721475e-01 2.07882215 0.63012756 43.22821
## 584 3 -5.315762e-01 2.07882215 0.63012756 80.29870
## 585 3 -4.763203e+00 2.07882215 0.63012756 49.21088
## 586 3 6.207961e+00 2.07882215 0.63012756 53.34673
## 587 3 -2.384747e+00 2.07882215 0.63012756 50.41384
## 588 3 -2.189788e+00 2.07882215 0.63012756 46.80967
## 589 3 -1.790624e+00 -0.16548881 0.63012756 51.86639
## 590 3 1.784154e-01 -0.16548881 0.63012756 49.47618
## 591 3 3.058152e+00 -0.16548881 0.63012756 37.87481
## 592 3 -3.665912e-02 -0.16548881 0.63012756 68.10591
## 593 3 3.561595e+00 -0.16548881 0.63012756 54.37770
## 594 3 2.429072e+00 -0.16548881 0.63012756 45.32200
## 595 3 2.960510e+00 -0.16548881 0.63012756 46.18831
## 596 3 -3.531108e+00 -0.16548881 0.63012756 57.91752
## 597 3 -6.204240e+00 -0.16548881 0.63012756 50.25430
## 598 3 -2.347744e+00 -0.16548881 0.63012756 59.07223
## 599 3 -6.615277e-01 -0.16548881 0.63012756 54.12337
## 600 3 -2.588442e-01 -0.16548881 0.63012756 62.02141
## 601 3 3.321687e+00 -0.16548881 0.63012756 59.03764
## 602 3 4.762330e+00 -0.16548881 0.63012756 53.16739
## 603 3 -4.012948e+00 -0.16548881 0.63012756 55.99629
## 604 3 -6.590881e-01 -0.16548881 0.63012756 36.02350
## 605 3 2.381026e+00 -0.16548881 0.63012756 54.83503
## 606 3 -2.516161e+00 -0.16548881 0.63012756 50.98316
## 607 3 -4.942106e-01 -0.16548881 0.63012756 57.11342
## 608 3 -8.878643e+00 -0.16548881 0.63012756 53.39471
## 609 3 1.544289e+00 -0.16548881 0.63012756 48.94433
## 610 3 -3.600268e+00 -0.16548881 0.63012756 49.85631
## 611 3 2.437600e+00 -0.16548881 0.63012756 52.06384
## 612 4 -4.092296e+00 -0.82966588 0.18873209 42.25834
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## 614 4 3.044527e+00 -0.82966588 0.18873209 67.21175
## 615 4 -2.281360e+00 -0.82966588 0.18873209 49.30123
## 616 4 -2.319548e+00 -0.82966588 0.18873209 42.03417
## 617 4 7.749225e+00 -0.82966588 0.18873209 38.26702
## 618 4 8.389758e-01 -0.82966588 0.18873209 63.42006
## 619 4 -1.795228e+00 -0.82966588 0.18873209 65.50040
## 620 4 3.254152e+00 -0.82966588 0.18873209 45.98283
## 621 4 4.272749e+00 -0.82966588 0.18873209 51.34127
## 622 4 5.201597e+00 -0.82966588 0.18873209 61.13808
## 623 4 2.458954e+00 -0.82966588 0.18873209 60.83596
## 624 4 -1.826166e+00 -0.82966588 0.18873209 48.64808
## 625 4 -1.515528e-01 -0.82966588 0.18873209 49.99157
## 626 4 4.409508e+00 -0.82966588 0.18873209 41.86468
## 627 4 -6.185079e-01 -0.82966588 0.18873209 44.78814
## 628 4 4.921488e+00 -0.82966588 0.18873209 48.22866
## 629 4 3.608419e-01 -0.82966588 0.18873209 44.90916
## 630 4 -7.729025e-01 -0.82966588 0.18873209 45.70413
## 631 4 6.832213e+00 -0.82966588 0.18873209 41.91372
## 632 4 1.910698e+00 -0.82966588 0.18873209 68.90609
## 633 4 3.298212e-01 -1.31172643 0.18873209 58.51394
## 634 4 1.165835e+00 -1.31172643 0.18873209 52.69350
## 635 4 -5.063871e+00 -1.31172643 0.18873209 46.16156
## 636 4 -1.635449e-01 -1.31172643 0.18873209 55.35575
## 637 4 -5.895577e+00 -1.31172643 0.18873209 44.90218
## 638 4 6.793012e+00 -1.31172643 0.18873209 48.40747
## 639 4 1.231109e+00 -1.31172643 0.18873209 59.79875
## 640 4 -9.891642e-01 -1.31172643 0.18873209 57.21709
## 641 4 -6.202904e-01 -1.31172643 0.18873209 54.52216
## 642 4 -5.606577e+00 -1.31172643 0.18873209 55.25536
## 643 4 6.109801e-01 -1.31172643 0.18873209 42.67345
## 644 4 -2.088566e+00 -1.31172643 0.18873209 60.31471
## 645 4 -2.755918e-01 -1.31172643 0.18873209 39.11236
## 646 4 3.218192e+00 -1.31172643 0.18873209 57.39531
## 647 4 -6.714242e+00 -1.31172643 0.18873209 63.83061
## 648 4 -1.221344e-01 -1.31172643 0.18873209 30.86954
## 649 4 4.183218e-01 -1.31172643 0.18873209 39.18155
## 650 4 -1.998747e+00 -1.31172643 0.18873209 61.42616
## 651 4 -1.552303e+00 -1.31172643 0.18873209 46.16332
## 652 4 2.789258e+00 -1.31172643 0.18873209 60.55327
## 653 4 3.769221e+00 -1.31172643 0.18873209 56.84984
## 654 4 -2.210281e+00 -1.31172643 0.18873209 51.94625
## 655 4 5.786080e+00 -1.31172643 0.18873209 56.14473
## 656 4 3.091225e+00 -1.31172643 0.18873209 54.88701
## 657 4 -2.425082e-02 6.39862534 0.18873209 51.60115
## 658 4 1.388385e+00 6.39862534 0.18873209 58.90787
## 659 4 -2.209566e+00 6.39862534 0.18873209 46.29757
## 660 4 -2.442689e+00 6.39862534 0.18873209 55.66441
## 661 4 6.711057e+00 6.39862534 0.18873209 44.70963
## 662 4 -3.258774e+00 6.39862534 0.18873209 59.26465
## 663 4 8.488865e-01 6.39862534 0.18873209 53.35215
## 664 4 -6.859637e+00 6.39862534 0.18873209 63.44368
## 665 4 2.173053e+00 6.39862534 0.18873209 48.84120
## 666 4 2.047959e+00 6.39862534 0.18873209 45.84660
## 667 4 8.619325e-01 6.39862534 0.18873209 48.08013
## 668 4 -3.252184e-01 6.39862534 0.18873209 56.90332
## 669 4 3.520683e+00 6.39862534 0.18873209 56.06717
## 670 4 -9.341791e-02 6.39862534 0.18873209 70.46642
## 671 4 -2.042820e+00 6.39862534 0.18873209 49.82367
## 672 4 5.596037e-01 6.39862534 0.18873209 55.33830
## 673 4 3.128312e+00 6.39862534 0.18873209 59.48142
## 674 4 -2.868264e+00 2.39411999 0.18873209 44.78395
## 675 4 8.044931e+00 2.39411999 0.18873209 45.58797
## 676 4 1.847497e+00 2.39411999 0.18873209 51.62418
## 677 4 -7.338233e-01 2.39411999 0.18873209 53.63836
## 678 4 1.561861e+00 2.39411999 0.18873209 60.12980
## 679 4 3.817118e+00 2.39411999 0.18873209 49.26532
## 680 4 -2.059896e+00 2.39411999 0.18873209 56.47604
## 681 4 -1.956867e-01 2.39411999 0.18873209 43.78158
## 682 4 -3.706019e+00 2.39411999 0.18873209 60.96259
## 683 4 -6.148061e+00 2.39411999 0.18873209 56.80762
## 684 4 -4.733592e+00 2.39411999 0.18873209 47.94965
## 685 4 -1.749317e+00 2.39411999 0.18873209 41.01402
## 686 4 2.429213e+00 2.39411999 0.18873209 37.87498
## 687 4 1.269479e-01 2.39411999 0.18873209 52.78377
## 688 4 1.181567e+00 2.39411999 0.18873209 66.25961
## 689 4 -3.483066e+00 2.39411999 0.18873209 55.28704
## 690 4 -1.216847e+00 2.39411999 0.18873209 36.96929
## 691 4 -1.595831e+00 -0.27954888 0.18873209 56.12639
## 692 4 -1.294113e+00 -0.27954888 0.18873209 53.71054
## 693 4 -5.903481e-01 -0.27954888 0.18873209 53.04658
## 694 4 3.739569e+00 -0.27954888 0.18873209 41.99240
## 695 4 2.779713e+00 -0.27954888 0.18873209 42.14633
## 696 4 -1.895698e+00 -0.27954888 0.18873209 42.04888
## 697 4 -1.053373e+00 -0.27954888 0.18873209 60.79505
## 698 4 2.319873e-02 -0.27954888 0.18873209 52.14386
## 699 4 6.844967e-01 -0.27954888 0.18873209 35.76517
## 700 4 -2.329814e+00 -0.27954888 0.18873209 43.89579
## 701 4 2.711383e+00 -0.27954888 0.18873209 56.21650
## 702 4 4.009492e-01 -0.27954888 0.18873209 36.20075
## 703 4 6.354427e+00 -0.27954888 0.18873209 53.48295
## 704 4 -3.063395e+00 -0.27954888 0.18873209 67.14707
## 705 4 -4.751510e+00 -0.27954888 0.18873209 59.17264
## 706 4 1.292631e+00 -0.27954888 0.18873209 32.73598
## 707 4 5.591869e+00 -0.27954888 0.18873209 44.94822
## 708 4 -2.776264e+00 -0.27954888 0.18873209 54.98553
## 709 4 3.414535e+00 -0.27954888 0.18873209 49.95460
## 710 4 4.951596e+00 -3.35297271 0.18873209 51.92386
## 711 4 1.670688e+00 -3.35297271 0.18873209 48.44109
## 712 4 9.027411e+00 -3.35297271 0.18873209 52.64775
## 713 4 -1.020095e+00 -3.35297271 0.18873209 58.15913
## 714 4 -3.906214e+00 -3.35297271 0.18873209 40.10401
## 715 4 -4.978090e+00 -3.35297271 0.18873209 46.95602
## 716 4 1.830561e+00 -3.35297271 0.18873209 43.58689
## 717 4 -2.288128e+00 -3.35297271 0.18873209 56.56961
## 718 4 2.002427e+00 -3.35297271 0.18873209 49.74274
## 719 4 4.961799e-01 -3.35297271 0.18873209 56.11016
## 720 4 -1.194091e+00 -3.35297271 0.18873209 51.39339
## 721 4 -3.920175e+00 -3.35297271 0.18873209 41.92355
## 722 4 -5.568498e+00 -3.35297271 0.18873209 60.11478
## 723 4 -1.087417e+00 -3.35297271 0.18873209 40.00241
## 724 4 -4.310655e+00 -3.35297271 0.18873209 39.90556
## 725 4 4.426493e-01 2.11948465 0.18873209 50.27125
## 726 4 4.597703e+00 2.11948465 0.18873209 49.39740
## 727 4 1.042374e+00 2.11948465 0.18873209 48.33916
## 728 4 1.427660e+00 2.11948465 0.18873209 53.86270
## 729 4 -4.605009e-01 2.11948465 0.18873209 23.53257
## 730 4 1.395083e+00 2.11948465 0.18873209 40.02553
## 731 4 -1.596546e+00 2.11948465 0.18873209 53.31367
## 732 4 8.654129e+00 2.11948465 0.18873209 59.71329
## 733 4 3.514797e+00 2.11948465 0.18873209 56.98276
## 734 4 2.486386e+00 2.11948465 0.18873209 53.55678
## 735 4 1.925112e+00 2.11948465 0.18873209 53.57870
## 736 4 3.034997e+00 2.11948465 0.18873209 49.57178
## 737 4 2.660544e+00 2.11948465 0.18873209 43.40179
## 738 4 -3.551948e+00 2.11948465 0.18873209 59.53776
## 739 4 -2.312789e+00 2.11948465 0.18873209 49.45724
## 740 4 2.811151e-01 2.11948465 0.18873209 59.71891
## 741 4 3.238514e+00 2.11948465 0.18873209 54.67318
## 742 4 -6.490525e-02 1.26698990 0.18873209 50.34061
## 743 4 5.054283e+00 1.26698990 0.18873209 46.47679
## 744 4 4.310418e+00 1.26698990 0.18873209 46.66967
## 745 4 7.294935e+00 1.26698990 0.18873209 48.97401
## 746 4 1.777436e+00 1.26698990 0.18873209 56.24574
## 747 4 -4.607272e+00 1.26698990 0.18873209 35.09183
## 748 4 -2.909505e+00 1.26698990 0.18873209 54.71105
## 749 4 8.897776e+00 1.26698990 0.18873209 57.80828
## 750 4 -4.226282e-02 1.26698990 0.18873209 46.31689
## 751 4 1.293583e-01 1.26698990 0.18873209 52.30822
## 752 4 7.192649e+00 1.26698990 0.18873209 33.28350
## 753 4 4.819018e-01 1.26698990 0.18873209 60.72864
## 754 4 -8.841869e-02 1.26698990 0.18873209 46.41995
## 755 4 -1.713576e+00 1.26698990 0.18873209 49.76506
## 756 4 -3.132706e+00 1.26698990 0.18873209 43.02089
## 757 4 -1.279041e+00 1.26698990 0.18873209 45.25418
## 758 4 -8.075848e-01 1.26698990 0.18873209 54.65026
## 759 4 -7.386322e+00 1.26698990 0.18873209 49.31242
## 760 4 3.949505e+00 1.26698990 0.18873209 50.24255
## 761 4 -3.084668e+00 1.26698990 0.18873209 62.61406
## 762 4 -1.602359e+00 1.26698990 0.18873209 60.15489
## 763 4 6.354090e+00 1.26698990 0.18873209 24.97452
## 764 4 3.724340e+00 -2.10037840 0.18873209 45.49679
## 765 4 -2.310150e+00 -2.10037840 0.18873209 56.41345
## 766 4 1.395652e+00 -2.10037840 0.18873209 59.09705
## 767 4 3.904249e+00 -2.10037840 0.18873209 30.25412
## 768 4 -7.469778e-01 -2.10037840 0.18873209 54.67338
## 769 4 5.319072e+00 -2.10037840 0.18873209 57.68256
## 770 4 -4.186773e-01 -2.10037840 0.18873209 54.58550
## 771 4 2.385206e+00 -2.10037840 0.18873209 42.91017
## 772 4 2.268252e+00 -2.10037840 0.18873209 58.62715
## 773 4 -1.072072e+00 -2.10037840 0.18873209 62.17928
## 774 4 1.410802e+00 -2.10037840 0.18873209 48.60496
## 775 4 6.078829e-01 -2.10037840 0.18873209 30.42857
## 776 4 -3.139376e+00 -2.10037840 0.18873209 47.87518
## 777 4 4.930352e+00 -2.10037840 0.18873209 44.98967
## 778 4 9.767593e-01 -2.10037840 0.18873209 49.71454
## 779 4 -8.991210e-01 -2.10037840 0.18873209 53.60352
## 780 4 -1.858548e+00 -2.10037840 0.18873209 54.28875
## 781 4 -4.085852e+00 -2.10037840 0.18873209 39.82436
## 782 4 5.065086e-01 -2.10037840 0.18873209 53.89919
## 783 4 -5.181649e+00 0.86216455 0.18873209 47.49210
## 784 4 -1.770953e+00 0.86216455 0.18873209 46.07296
## 785 4 5.621100e-01 0.86216455 0.18873209 62.20429
## 786 4 -3.208716e+00 0.86216455 0.18873209 48.05161
## 787 4 -6.545703e-01 0.86216455 0.18873209 45.82079
## 788 4 -2.903770e+00 0.86216455 0.18873209 47.73068
## 789 4 1.056280e+00 0.86216455 0.18873209 71.27652
## 790 4 5.274263e+00 0.86216455 0.18873209 70.05090
## 791 4 -5.870431e+00 0.86216455 0.18873209 58.54294
## 792 4 1.586854e+00 0.86216455 0.18873209 54.26422
## 793 4 1.620721e+00 0.86216455 0.18873209 49.80751
## 794 4 7.581511e-01 0.86216455 0.18873209 44.00607
## 795 4 -3.104547e+00 0.86216455 0.18873209 44.22517
## 796 4 -5.574641e+00 0.86216455 0.18873209 60.80240
## 797 4 -4.352725e+00 0.86216455 0.18873209 49.82326
## 798 4 -4.353745e-01 0.86216455 0.18873209 49.94986
## 799 5 3.750470e+00 2.30733101 0.04754149 57.23900
## 800 5 -4.002945e+00 2.30733101 0.04754149 50.53257
## 801 5 -4.086963e+00 2.30733101 0.04754149 42.86920
## 802 5 5.100335e+00 2.30733101 0.04754149 45.99879
## 803 5 -2.556239e-01 2.30733101 0.04754149 68.62413
## 804 5 3.342007e-01 2.30733101 0.04754149 61.58744
## 805 5 -2.185918e+00 2.30733101 0.04754149 45.20576
## 806 5 5.937207e+00 2.30733101 0.04754149 59.32416
## 807 5 4.460441e+00 2.30733101 0.04754149 24.99781
## 808 5 1.258327e+00 2.30733101 0.04754149 55.24108
## 809 5 5.092033e+00 2.30733101 0.04754149 59.89167
## 810 5 -2.066167e+00 2.30733101 0.04754149 48.87167
## 811 5 -2.575292e+00 2.30733101 0.04754149 60.82606
## 812 5 5.564509e+00 2.30733101 0.04754149 56.70982
## 813 5 -1.218633e+00 2.30733101 0.04754149 48.89355
## 814 5 -3.015377e+00 2.30733101 0.04754149 46.17977
## 815 5 -1.497760e-01 2.30733101 0.04754149 38.63156
## 816 5 -2.454840e+00 -2.91330014 0.04754149 63.02606
## 817 5 -2.034957e+00 -2.91330014 0.04754149 45.27471
## 818 5 -2.701607e+00 -2.91330014 0.04754149 36.89052
## 819 5 -3.350640e-01 -2.91330014 0.04754149 52.36549
## 820 5 -2.244193e+00 -2.91330014 0.04754149 51.68335
## 821 5 -2.537677e+00 -2.91330014 0.04754149 51.52527
## 822 5 -2.096229e+00 -2.91330014 0.04754149 59.67026
## 823 5 -2.503382e+00 -2.91330014 0.04754149 43.66163
## 824 5 3.952822e+00 -2.91330014 0.04754149 63.96163
## 825 5 1.672870e-01 -2.91330014 0.04754149 64.08501
## 826 5 -3.242520e+00 -2.91330014 0.04754149 48.43591
## 827 5 -3.283298e+00 -2.91330014 0.04754149 57.64870
## 828 5 -2.023936e+00 -2.91330014 0.04754149 39.78792
## 829 5 -2.340912e+00 -2.91330014 0.04754149 49.36851
## 830 5 -2.209010e+00 -2.91330014 0.04754149 48.64277
## 831 5 -1.281232e-01 -2.91330014 0.04754149 47.31812
## 832 5 -2.696387e+00 -2.91330014 0.04754149 51.83403
## 833 5 2.173097e+00 -2.91330014 0.04754149 52.05349
## 834 5 2.549537e+00 -2.91330014 0.04754149 46.10597
## 835 5 3.137326e+00 -2.91330014 0.04754149 58.22596
## 836 5 -3.453828e-01 2.96458159 0.04754149 51.11818
## 837 5 8.789241e-01 2.96458159 0.04754149 64.75312
## 838 5 -7.367441e+00 2.96458159 0.04754149 50.76746
## 839 5 -2.741371e+00 2.96458159 0.04754149 47.80083
## 840 5 -3.213557e+00 2.96458159 0.04754149 45.88919
## 841 5 -2.229758e+00 2.96458159 0.04754149 50.17977
## 842 5 2.326531e+00 2.96458159 0.04754149 44.13602
## 843 5 1.455809e+00 2.96458159 0.04754149 41.81144
## 844 5 -2.054488e+00 2.96458159 0.04754149 34.14929
## 845 5 3.319182e+00 2.96458159 0.04754149 48.61420
## 846 5 1.797557e+00 2.96458159 0.04754149 70.57751
## 847 5 -6.861293e-02 2.96458159 0.04754149 44.59437
## 848 5 4.508696e+00 2.96458159 0.04754149 45.30588
## 849 5 -1.813559e+00 2.96458159 0.04754149 35.64217
## 850 5 1.784851e+00 2.96458159 0.04754149 48.77696
## 851 5 -3.029002e+00 2.96458159 0.04754149 48.21267
## 852 5 4.479777e+00 2.96458159 0.04754149 46.96816
## 853 5 -3.520048e+00 2.96458159 0.04754149 48.39300
## 854 5 6.907415e-01 2.96458159 0.04754149 44.84257
## 855 5 2.002938e+00 2.96458159 0.04754149 49.05622
## 856 5 3.104274e+00 2.96458159 0.04754149 55.45852
## 857 5 9.003538e+00 2.96458159 0.04754149 55.50867
## 858 5 -2.746824e+00 2.96458159 0.04754149 46.37315
## 859 5 -3.341887e-01 2.96458159 0.04754149 41.95627
## 860 5 6.849612e-02 2.96458159 0.04754149 56.34567
## 861 5 4.877386e+00 -2.15531833 0.04754149 53.59030
## 862 5 -4.404715e+00 -2.15531833 0.04754149 60.08268
## 863 5 1.831153e+00 -2.15531833 0.04754149 48.62367
## 864 5 -3.774411e+00 -2.15531833 0.04754149 53.85440
## 865 5 2.485034e+00 -2.15531833 0.04754149 45.87648
## 866 5 -3.812881e+00 -2.15531833 0.04754149 58.40523
## 867 5 3.925878e+00 -2.15531833 0.04754149 43.52636
## 868 5 1.230226e+00 -2.15531833 0.04754149 35.60047
## 869 5 -5.683921e+00 -2.15531833 0.04754149 57.45644
## 870 5 -1.976987e-01 -2.15531833 0.04754149 50.36555
## 871 5 1.474675e+00 -2.15531833 0.04754149 51.04244
## 872 5 1.539503e+00 -2.15531833 0.04754149 45.94739
## 873 5 3.790089e-01 -2.15531833 0.04754149 56.75524
## 874 5 8.455442e+00 -2.15531833 0.04754149 48.58498
## 875 5 -1.303575e+00 -2.15531833 0.04754149 51.68250
## 876 5 -2.689804e+00 -2.15531833 0.04754149 53.21724
## 877 5 -6.666052e-01 -2.15531833 0.04754149 51.09817
## 878 5 -3.400932e+00 -2.15531833 0.04754149 49.22097
## 879 5 -4.743989e-01 -2.15531833 0.04754149 67.58520
## 880 5 3.125931e+00 -2.15531833 0.04754149 54.99923
## 881 5 2.878907e+00 -2.15531833 0.04754149 48.30439
## 882 5 2.333596e+00 -0.88146746 0.04754149 52.39659
## 883 5 -2.847653e-01 -0.88146746 0.04754149 51.67721
## 884 5 6.837448e-01 -0.88146746 0.04754149 66.75059
## 885 5 -4.901099e-01 -0.88146746 0.04754149 65.24723
## 886 5 1.616448e-01 -0.88146746 0.04754149 43.01969
## 887 5 7.463690e-01 -0.88146746 0.04754149 52.11397
## 888 5 7.177919e-01 -0.88146746 0.04754149 54.37026
## 889 5 1.196509e+00 -0.88146746 0.04754149 52.58330
## 890 5 -1.402778e+00 -0.88146746 0.04754149 49.91472
## 891 5 1.390810e-01 -0.88146746 0.04754149 55.39153
## 892 5 2.307056e+00 -0.88146746 0.04754149 56.29225
## 893 5 -5.950015e-01 -0.88146746 0.04754149 48.15344
## 894 5 -5.886259e-02 -0.88146746 0.04754149 52.70970
## 895 5 -3.240358e+00 -0.88146746 0.04754149 51.18204
## 896 5 -2.276212e+00 -0.88146746 0.04754149 52.07105
## 897 5 1.532500e+00 -0.88146746 0.04754149 51.94025
## 898 5 1.029332e+00 -0.88146746 0.04754149 57.26132
## 899 5 2.524104e+00 -0.88146746 0.04754149 46.89201
## 900 5 -4.543981e+00 -2.39765767 0.04754149 47.33473
## 901 5 8.480489e+00 -2.39765767 0.04754149 54.72231
## 902 5 -4.037269e+00 -2.39765767 0.04754149 61.83404
## 903 5 -2.055951e+00 -2.39765767 0.04754149 48.71432
## 904 5 3.392713e+00 -2.39765767 0.04754149 62.14695
## 905 5 6.236219e-01 -2.39765767 0.04754149 51.33216
## 906 5 -3.079205e+00 -2.39765767 0.04754149 55.65898
## 907 5 1.155825e+00 -2.39765767 0.04754149 67.69417
## 908 5 -5.016166e+00 -2.39765767 0.04754149 60.41456
## 909 5 -1.350981e+00 -2.39765767 0.04754149 48.98731
## 910 5 5.226990e-01 -2.39765767 0.04754149 44.40089
## 911 5 -1.418988e+00 -2.39765767 0.04754149 47.53474
## 912 5 -9.465758e-01 -2.39765767 0.04754149 35.99092
## 913 5 2.651968e+00 -2.39765767 0.04754149 50.74085
## 914 5 -1.370873e+00 -2.39765767 0.04754149 40.05724
## 915 5 2.937503e+00 -2.39765767 0.04754149 44.57323
## 916 5 -6.174563e-01 -2.39765767 0.04754149 68.73391
## 917 5 -5.176121e-01 -2.39765767 0.04754149 47.97773
## 918 5 1.004232e+00 -2.39765767 0.04754149 62.22499
## 919 5 2.081440e+00 -2.08505949 0.04754149 41.47441
## 920 5 2.710495e-01 -2.08505949 0.04754149 45.80030
## 921 5 3.211682e+00 -2.08505949 0.04754149 48.13129
## 922 5 -2.054186e+00 -2.08505949 0.04754149 50.17592
## 923 5 7.555012e+00 -2.08505949 0.04754149 42.57891
## 924 5 2.274824e+00 -2.08505949 0.04754149 43.75513
## 925 5 1.301614e-01 -2.08505949 0.04754149 43.56837
## 926 5 -3.556041e+00 -2.08505949 0.04754149 58.92321
## 927 5 6.811697e-01 -2.08505949 0.04754149 51.97603
## 928 5 -2.810821e+00 -2.08505949 0.04754149 60.66168
## 929 5 4.041678e+00 -2.08505949 0.04754149 58.01831
## 930 5 7.666889e-01 -2.08505949 0.04754149 55.77558
## 931 5 -6.589663e+00 -2.08505949 0.04754149 35.21507
## 932 5 -1.834995e+00 -2.08505949 0.04754149 43.76678
## 933 5 7.266185e-01 -2.08505949 0.04754149 41.43791
## 934 5 -2.422213e+00 -2.08505949 0.04754149 55.12024
## 935 5 1.135564e+00 -2.08505949 0.04754149 47.34713
## 936 5 5.155803e-01 -2.08505949 0.04754149 57.44946
## 937 5 7.962479e-02 -2.08505949 0.04754149 53.25845
## 938 5 5.773996e+00 2.22728043 0.04754149 61.23858
## 939 5 6.266284e+00 2.22728043 0.04754149 55.41036
## 940 5 -1.987299e+00 2.22728043 0.04754149 54.19125
## 941 5 -3.143076e+00 2.22728043 0.04754149 63.83551
## 942 5 -3.603703e+00 2.22728043 0.04754149 49.33058
## 943 5 -1.848023e+00 2.22728043 0.04754149 43.92499
## 944 5 -2.043987e+00 2.22728043 0.04754149 49.48255
## 945 5 6.505160e-01 2.22728043 0.04754149 45.24797
## 946 5 -8.764343e-02 2.22728043 0.04754149 63.55811
## 947 5 1.749930e+00 2.22728043 0.04754149 50.68566
## 948 5 2.604738e+00 2.22728043 0.04754149 59.95297
## 949 5 2.882929e-01 2.22728043 0.04754149 43.61448
## 950 5 -6.081444e+00 2.22728043 0.04754149 56.67220
## 951 5 -1.415988e+00 2.22728043 0.04754149 53.08669
## 952 5 3.766486e+00 2.22728043 0.04754149 48.90896
## 953 5 4.026195e+00 2.22728043 0.04754149 62.51671
## 954 5 -4.374506e-01 2.22728043 0.04754149 48.46348
## 955 5 1.434955e+00 2.22728043 0.04754149 62.31340
## 956 5 -1.522415e+00 2.22728043 0.04754149 49.75905
## 957 5 -3.818466e+00 2.22728043 0.04754149 57.51361
## 958 5 3.316589e+00 2.22728043 0.04754149 44.60098
## 959 5 2.193840e+00 2.22728043 0.04754149 59.23928
## 960 5 2.690843e+00 -0.27803347 0.04754149 54.50588
## 961 5 1.536638e+00 -0.27803347 0.04754149 55.96648
## 962 5 1.149631e+00 -0.27803347 0.04754149 51.60256
## 963 5 -1.259348e+00 -0.27803347 0.04754149 52.58795
## 964 5 -1.842708e+00 -0.27803347 0.04754149 53.00271
## 965 5 9.955394e-01 -0.27803347 0.04754149 43.86325
## 966 5 4.237387e+00 -0.27803347 0.04754149 55.78916
## 967 5 4.139353e+00 -0.27803347 0.04754149 45.87441
## 968 5 -2.063352e-01 -0.27803347 0.04754149 48.53394
## 969 5 -2.875128e+00 -0.27803347 0.04754149 47.80418
## 970 5 -4.222549e+00 -0.27803347 0.04754149 43.23621
## 971 5 -4.124366e+00 -0.27803347 0.04754149 55.06786
## 972 5 3.383983e-01 -0.27803347 0.04754149 48.90143
## 973 5 2.987476e+00 -0.27803347 0.04754149 43.37273
## 974 5 -2.079653e+00 -0.27803347 0.04754149 49.91580
## 975 5 -1.582098e-02 -0.27803347 0.04754149 46.64707
## 976 5 -5.279783e+00 -0.27803347 0.04754149 51.52750
## 977 5 2.067173e+00 -0.27803347 0.04754149 49.67387
## 978 5 1.151236e+00 -0.27803347 0.04754149 46.02640
## 979 5 4.350111e+00 -0.27803347 0.04754149 51.22223
## 980 5 2.331238e+00 -0.27803347 0.04754149 38.92462
## 981 5 1.120099e+00 -0.27803347 0.04754149 41.04928
## 982 5 -3.497835e+00 -0.27803347 0.04754149 38.69630
## 983 5 -3.747746e-01 -0.27803347 0.04754149 62.08363
## 984 5 2.676115e+00 -0.27803347 0.04754149 44.32574
## 985 5 1.254679e+00 2.94453441 0.04754149 44.50558
## 986 5 -2.763191e+00 2.94453441 0.04754149 38.74047
## 987 5 -4.367106e+00 2.94453441 0.04754149 47.18770
## 988 5 -3.993384e+00 2.94453441 0.04754149 43.80202
## 989 5 -2.385793e+00 2.94453441 0.04754149 52.78502
## 990 5 -1.197020e+00 2.94453441 0.04754149 60.04025
## 991 5 8.922794e+00 2.94453441 0.04754149 26.42667
## 992 5 -8.028557e-01 2.94453441 0.04754149 30.91850
## 993 5 2.914794e+00 2.94453441 0.04754149 42.48303
## 994 5 -2.934752e+00 2.94453441 0.04754149 46.13822
## 995 5 -9.697426e-01 2.94453441 0.04754149 56.67123
## 996 5 2.402846e-01 2.94453441 0.04754149 59.25056
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## 1527 8 -3.611838e+00 1.89514448 -2.76046545 54.20508
## 1528 8 -6.577833e+00 1.89514448 -2.76046545 46.05097
## 1529 8 8.112873e-01 1.89514448 -2.76046545 42.82733
## 1530 8 5.441645e-01 1.89514448 -2.76046545 59.83418
## 1531 8 -2.144621e+00 1.89514448 -2.76046545 69.35711
## 1532 8 -1.264269e+00 1.89514448 -2.76046545 62.73006
## 1533 8 -1.609069e+00 1.89514448 -2.76046545 44.34692
## 1534 8 3.973244e+00 1.89514448 -2.76046545 49.41798
## 1535 8 4.877023e+00 1.89514448 -2.76046545 37.64755
## 1536 8 -7.709924e-01 1.89514448 -2.76046545 45.35547
## 1537 8 -3.593651e+00 1.89514448 -2.76046545 53.05549
## 1538 8 6.802867e-01 1.89514448 -2.76046545 48.42654
## 1539 8 2.881209e+00 1.89514448 -2.76046545 37.64695
## 1540 8 9.716324e-01 1.89514448 -2.76046545 54.24364
## 1541 8 2.294179e-01 1.89514448 -2.76046545 32.68618
## 1542 8 2.722847e+00 1.89514448 -2.76046545 54.07187
## 1543 8 2.344895e+00 1.89514448 -2.76046545 50.22855
## 1544 8 6.097597e+00 1.89514448 -2.76046545 59.52571
## 1545 8 3.855985e+00 1.89514448 -2.76046545 59.79124
## 1546 8 6.450913e+00 1.89514448 -2.76046545 38.20147
## 1547 8 3.232257e+00 1.89514448 -2.76046545 52.91048
## 1548 8 -1.148976e+00 1.89514448 -2.76046545 42.08264
## 1549 8 -1.105951e+00 1.79715431 -2.76046545 59.82186
## 1550 8 4.017873e-01 1.79715431 -2.76046545 42.07760
## 1551 8 3.450397e+00 1.79715431 -2.76046545 46.84510
## 1552 8 4.653127e+00 1.79715431 -2.76046545 52.40008
## 1553 8 4.843541e+00 1.79715431 -2.76046545 56.28968
## 1554 8 3.191342e+00 1.79715431 -2.76046545 61.43421
## 1555 8 1.582963e-01 1.79715431 -2.76046545 54.64823
## 1556 8 -8.912190e-01 1.79715431 -2.76046545 51.97585
## 1557 8 -8.743950e-01 1.79715431 -2.76046545 64.73960
## 1558 8 1.383853e+00 1.79715431 -2.76046545 50.25269
## 1559 8 3.134209e+00 1.79715431 -2.76046545 55.46155
## 1560 8 -6.975007e-01 1.79715431 -2.76046545 65.46752
## 1561 8 -3.692797e+00 1.79715431 -2.76046545 45.71325
## 1562 8 1.592038e-01 1.79715431 -2.76046545 65.05631
## 1563 8 5.967474e-01 1.79715431 -2.76046545 48.09856
## 1564 8 4.239043e+00 1.79715431 -2.76046545 65.98802
## 1565 8 -7.746967e-01 1.79715431 -2.76046545 45.59044
## 1566 8 6.763142e+00 1.79715431 -2.76046545 48.45642
## 1567 8 -5.812088e-01 1.79715431 -2.76046545 55.40919
## 1568 8 -1.518648e+00 1.79715431 -2.76046545 47.37704
## 1569 8 -3.794257e+00 1.79715431 -2.76046545 58.18190
## 1570 8 -6.037089e+00 1.79715431 -2.76046545 51.51878
## 1571 8 -2.382420e+00 1.79715431 -2.76046545 52.48621
## 1572 8 1.654801e+00 1.34891837 -2.76046545 45.20941
## 1573 8 1.306101e+00 1.34891837 -2.76046545 55.71874
## 1574 8 -1.935969e+00 1.34891837 -2.76046545 60.85995
## 1575 8 -1.751553e+00 1.34891837 -2.76046545 48.33680
## 1576 8 -1.891341e+00 1.34891837 -2.76046545 42.10071
## 1577 8 -1.095113e+00 1.34891837 -2.76046545 53.03917
## 1578 8 -1.686108e+00 1.34891837 -2.76046545 53.97940
## 1579 8 -1.843516e+00 1.34891837 -2.76046545 48.02551
## 1580 8 -2.087775e+00 1.34891837 -2.76046545 48.89993
## 1581 8 3.896367e+00 1.34891837 -2.76046545 43.15256
## 1582 8 -2.966924e+00 1.34891837 -2.76046545 42.44593
## 1583 8 -3.792810e-01 1.34891837 -2.76046545 48.88786
## 1584 8 3.875452e+00 1.34891837 -2.76046545 51.05340
## 1585 8 5.454020e+00 1.34891837 -2.76046545 62.15808
## 1586 8 -2.951958e-01 1.34891837 -2.76046545 51.37023
## 1587 8 1.793662e+00 1.34891837 -2.76046545 40.85873
## 1588 8 5.397636e+00 1.34891837 -2.76046545 45.73991
## 1589 8 -2.699064e+00 1.34891837 -2.76046545 42.14862
## 1590 8 -2.051257e-02 1.34891837 -2.76046545 47.32796
## 1591 8 1.876942e+00 1.34891837 -2.76046545 43.34616
## 1592 8 -6.010843e+00 1.34891837 -2.76046545 49.78043
## 1593 8 -2.414311e+00 1.34891837 -2.76046545 54.87076
## 1594 8 -2.831288e+00 1.34891837 -2.76046545 51.39249
## 1595 8 -6.915285e-01 1.34891837 -2.76046545 40.38510
## 1596 8 -6.460058e-01 1.34891837 -2.76046545 35.45127
## 1597 8 2.910029e-02 2.25769463 -2.76046545 49.19920
## 1598 8 -1.897746e+00 2.25769463 -2.76046545 42.74630
## 1599 8 -6.733071e-01 2.25769463 -2.76046545 49.06615
## 1600 8 2.621569e+00 2.25769463 -2.76046545 50.58483
## 1601 8 -2.777034e+00 2.25769463 -2.76046545 34.95806
## 1602 8 -6.443643e-01 2.25769463 -2.76046545 64.07674
## 1603 8 -9.624652e-01 2.25769463 -2.76046545 47.71537
## 1604 8 1.221579e+00 2.25769463 -2.76046545 47.28082
## 1605 8 -5.812607e-01 2.25769463 -2.76046545 54.57084
## 1606 8 7.875412e-01 2.25769463 -2.76046545 50.77751
## 1607 8 -5.808561e+00 2.25769463 -2.76046545 56.23502
## 1608 8 -3.172336e+00 2.25769463 -2.76046545 42.38699
## 1609 8 -1.711357e+00 2.25769463 -2.76046545 52.44764
## 1610 8 1.549127e+00 2.25769463 -2.76046545 62.01408
## 1611 8 1.959244e+00 2.25769463 -2.76046545 49.40371
## 1612 8 -1.371688e+00 2.25769463 -2.76046545 48.74899
## 1613 8 -2.462362e+00 2.25769463 -2.76046545 52.28439
## 1614 8 3.011200e-02 2.25769463 -2.76046545 47.25945
## 1615 8 -1.323401e+00 2.25769463 -2.76046545 35.15032
## 1616 9 -1.010975e+00 -1.72099547 0.35438363 53.19938
## 1617 9 6.279395e+00 -1.72099547 0.35438363 47.19217
## 1618 9 2.152493e+00 -1.72099547 0.35438363 44.61774
## 1619 9 -1.416988e+00 -1.72099547 0.35438363 58.45372
## 1620 9 -4.817397e-01 -1.72099547 0.35438363 45.61347
## 1621 9 2.734880e-02 -1.72099547 0.35438363 51.87318
## 1622 9 -3.146633e+00 -1.72099547 0.35438363 41.16630
## 1623 9 8.651211e-01 -1.72099547 0.35438363 32.99045
## 1624 9 -1.125358e+00 -1.72099547 0.35438363 55.96593
## 1625 9 8.568441e-01 -1.72099547 0.35438363 43.89758
## 1626 9 -3.186597e+00 -1.72099547 0.35438363 38.24833
## 1627 9 8.148113e-01 -1.72099547 0.35438363 44.82048
## 1628 9 2.456310e+00 -1.72099547 0.35438363 47.73052
## 1629 9 7.434995e+00 -1.72099547 0.35438363 54.78926
## 1630 9 -5.084263e+00 -1.72099547 0.35438363 41.33366
## 1631 9 1.582589e+00 -1.72099547 0.35438363 63.38202
## 1632 9 -2.783868e+00 -1.72099547 0.35438363 68.04164
## 1633 9 2.875663e+00 -1.72099547 0.35438363 51.18218
## 1634 9 -2.808533e+00 -1.72099547 0.35438363 54.23907
## 1635 9 4.049436e+00 -1.72099547 0.35438363 54.81628
## 1636 9 2.843764e+00 -1.72099547 0.35438363 50.92306
## 1637 9 4.012023e+00 -1.72099547 0.35438363 56.46181
## 1638 9 3.888695e-01 -1.72099547 0.35438363 38.25523
## 1639 9 6.018500e+00 -1.83407096 0.35438363 52.31382
## 1640 9 7.567290e-01 -1.83407096 0.35438363 48.08011
## 1641 9 -8.028939e-01 -1.83407096 0.35438363 54.30079
## 1642 9 3.142127e+00 -1.83407096 0.35438363 51.89523
## 1643 9 -4.229518e+00 -1.83407096 0.35438363 41.73572
## 1644 9 8.648688e-01 -1.83407096 0.35438363 47.25860
## 1645 9 -3.107937e-01 -1.83407096 0.35438363 46.28602
## 1646 9 -2.882077e+00 -1.83407096 0.35438363 52.76715
## 1647 9 -1.689554e+00 -1.83407096 0.35438363 63.47709
## 1648 9 1.686593e+00 -1.83407096 0.35438363 46.67206
## 1649 9 -1.168438e+00 -1.83407096 0.35438363 65.53091
## 1650 9 5.221713e+00 -1.83407096 0.35438363 49.92299
## 1651 9 7.408010e-01 -1.83407096 0.35438363 58.87777
## 1652 9 5.125602e-01 -1.83407096 0.35438363 45.25711
## 1653 9 1.499286e+00 -1.83407096 0.35438363 49.05122
## 1654 9 -3.513549e+00 -1.83407096 0.35438363 45.04644
## 1655 9 -2.020721e+00 -1.83407096 0.35438363 41.52741
## 1656 9 1.985829e+00 2.90863640 0.35438363 53.81285
## 1657 9 6.512132e+00 2.90863640 0.35438363 63.27820
## 1658 9 1.187034e+00 2.90863640 0.35438363 69.25062
## 1659 9 6.195088e+00 2.90863640 0.35438363 61.89973
## 1660 9 -1.401269e+00 2.90863640 0.35438363 52.29319
## 1661 9 5.984871e+00 2.90863640 0.35438363 52.42978
## 1662 9 -3.683475e+00 2.90863640 0.35438363 47.59599
## 1663 9 -5.250072e+00 2.90863640 0.35438363 44.41926
## 1664 9 2.234070e+00 2.90863640 0.35438363 58.08151
## 1665 9 3.360657e+00 2.90863640 0.35438363 54.54134
## 1666 9 1.938798e+00 2.90863640 0.35438363 54.82515
## 1667 9 -2.713841e+00 2.90863640 0.35438363 64.71922
## 1668 9 -5.031659e+00 2.90863640 0.35438363 55.56894
## 1669 9 -1.423043e+00 2.90863640 0.35438363 41.46704
## 1670 9 3.247332e-01 2.90863640 0.35438363 57.65981
## 1671 9 -1.769719e-02 2.90863640 0.35438363 61.71019
## 1672 9 -1.304247e+00 2.90863640 0.35438363 53.44574
## 1673 9 6.448410e-01 2.90863640 0.35438363 49.54875
## 1674 9 4.754121e-01 -1.01591044 0.35438363 48.18712
## 1675 9 5.889709e-01 -1.01591044 0.35438363 49.71511
## 1676 9 6.611614e-01 -1.01591044 0.35438363 57.68181
## 1677 9 2.584238e+00 -1.01591044 0.35438363 66.96696
## 1678 9 -2.864415e+00 -1.01591044 0.35438363 36.49829
## 1679 9 5.128680e-01 -1.01591044 0.35438363 46.96118
## 1680 9 1.203004e+00 -1.01591044 0.35438363 53.49815
## 1681 9 -4.026353e+00 -1.01591044 0.35438363 43.05030
## 1682 9 3.179861e+00 -1.01591044 0.35438363 59.23923
## 1683 9 1.833998e+00 -1.01591044 0.35438363 61.06908
## 1684 9 -7.309320e+00 -1.01591044 0.35438363 70.19726
## 1685 9 2.631191e+00 -1.01591044 0.35438363 44.15381
## 1686 9 4.917605e+00 -1.01591044 0.35438363 40.93425
## 1687 9 2.181621e+00 -1.01591044 0.35438363 41.62659
## 1688 9 -2.134365e+00 -1.01591044 0.35438363 51.60697
## 1689 9 -3.785592e+00 -1.01591044 0.35438363 59.32301
## 1690 9 6.188816e-01 -1.01591044 0.35438363 52.94187
## 1691 9 -9.054984e-01 -1.01591044 0.35438363 47.76323
## 1692 9 5.501486e-01 -1.01591044 0.35438363 62.65633
## 1693 9 1.088412e+00 -1.01591044 0.35438363 52.73497
## 1694 9 1.986240e-02 -1.01591044 0.35438363 44.15774
## 1695 9 -3.113568e+00 -1.01591044 0.35438363 38.14593
## 1696 9 2.265872e+00 -1.01591044 0.35438363 47.27077
## 1697 9 -2.058501e+00 -1.01591044 0.35438363 62.63246
## 1698 9 -3.626275e+00 -1.01591044 0.35438363 49.10326
## 1699 9 2.152325e+00 1.24018808 0.35438363 48.50843
## 1700 9 2.572208e+00 1.24018808 0.35438363 64.05345
## 1701 9 -1.660584e+00 1.24018808 0.35438363 53.42547
## 1702 9 4.367584e+00 1.24018808 0.35438363 51.24539
## 1703 9 3.076360e-01 1.24018808 0.35438363 55.83722
## 1704 9 -1.696336e+00 1.24018808 0.35438363 43.64656
## 1705 9 -1.255563e-01 1.24018808 0.35438363 39.58788
## 1706 9 2.425000e+00 1.24018808 0.35438363 47.52774
## 1707 9 1.308583e+00 1.24018808 0.35438363 40.48311
## 1708 9 3.847655e+00 1.24018808 0.35438363 65.03651
## 1709 9 -8.892167e-01 1.24018808 0.35438363 59.66267
## 1710 9 1.945902e+00 1.24018808 0.35438363 35.81804
## 1711 9 -3.489896e+00 1.24018808 0.35438363 46.49849
## 1712 9 2.667886e+00 1.24018808 0.35438363 50.55329
## 1713 9 1.079416e+00 1.24018808 0.35438363 46.47699
## 1714 9 5.164104e+00 1.24018808 0.35438363 56.99695
## 1715 9 -1.001540e+00 1.24018808 0.35438363 43.20824
## 1716 9 -3.396783e+00 1.24018808 0.35438363 43.03470
## 1717 9 2.134167e+00 1.24018808 0.35438363 33.08200
## 1718 9 2.774121e+00 1.24018808 0.35438363 51.29808
## 1719 9 2.013250e-01 1.24018808 0.35438363 44.82715
## 1720 9 -1.124366e-01 1.24018808 0.35438363 52.40217
## 1721 9 -5.034577e+00 1.24018808 0.35438363 45.30281
## 1722 9 -3.426715e+00 1.24018808 0.35438363 62.56354
## 1723 9 -1.804528e+00 1.24018808 0.35438363 55.75058
## 1724 9 1.704725e+00 -0.85748590 0.35438363 48.31235
## 1725 9 -5.863793e+00 -0.85748590 0.35438363 42.17708
## 1726 9 1.578461e+00 -0.85748590 0.35438363 43.63512
## 1727 9 1.989859e+00 -0.85748590 0.35438363 50.83228
## 1728 9 -6.199376e-01 -0.85748590 0.35438363 40.31537
## 1729 9 4.593636e+00 -0.85748590 0.35438363 51.65425
## 1730 9 -5.758635e+00 -0.85748590 0.35438363 52.30406
## 1731 9 5.171745e+00 -0.85748590 0.35438363 28.32699
## 1732 9 2.991495e+00 -0.85748590 0.35438363 41.05799
## 1733 9 3.471529e+00 -0.85748590 0.35438363 45.86365
## 1734 9 2.028110e+00 -0.85748590 0.35438363 49.24207
## 1735 9 -2.033856e+00 -0.85748590 0.35438363 61.71439
## 1736 9 5.784914e+00 -0.85748590 0.35438363 47.42951
## 1737 9 -2.127304e+00 -0.85748590 0.35438363 44.74098
## 1738 9 3.479427e+00 -0.85748590 0.35438363 47.50471
## 1739 9 7.004604e-01 -0.85748590 0.35438363 48.95062
## 1740 9 -4.489700e+00 -0.85748590 0.35438363 56.22185
## 1741 9 -1.673739e+00 -0.85748590 0.35438363 48.55548
## 1742 9 -2.900286e+00 -0.85748590 0.35438363 39.57508
## 1743 9 5.300876e+00 -0.85748590 0.35438363 48.83405
## 1744 9 2.806153e-01 -0.85748590 0.35438363 53.91794
## 1745 9 6.970540e+00 -0.85748590 0.35438363 58.94919
## 1746 9 9.210097e-01 -0.85748590 0.35438363 64.54119
## 1747 9 -4.456994e+00 -0.85748590 0.35438363 38.57341
## 1748 9 -1.275733e+00 -0.85748590 0.35438363 57.03035
## 1749 9 -1.887703e+00 4.93899414 0.35438363 51.80619
## 1750 9 -3.127879e+00 4.93899414 0.35438363 54.69308
## 1751 9 3.400975e+00 4.93899414 0.35438363 50.57751
## 1752 9 2.021151e+00 4.93899414 0.35438363 47.34297
## 1753 9 -1.311645e+00 4.93899414 0.35438363 52.82967
## 1754 9 2.886034e+00 4.93899414 0.35438363 44.05725
## 1755 9 -4.523497e+00 4.93899414 0.35438363 49.33081
## 1756 9 1.315026e+00 4.93899414 0.35438363 56.07909
## 1757 9 8.695651e-01 4.93899414 0.35438363 55.51001
## 1758 9 -2.970652e+00 4.93899414 0.35438363 51.26400
## 1759 9 -7.064339e-01 4.93899414 0.35438363 45.28202
## 1760 9 -5.263813e-01 4.93899414 0.35438363 47.97026
## 1761 9 7.347305e+00 4.93899414 0.35438363 49.18533
## 1762 9 -9.694367e-01 4.93899414 0.35438363 57.51455
## 1763 9 1.678919e+00 4.93899414 0.35438363 60.22469
## 1764 9 2.411045e+00 4.93899414 0.35438363 48.33075
## 1765 9 -2.595149e+00 4.93899414 0.35438363 53.87929
## 1766 9 -3.223731e+00 4.93899414 0.35438363 56.27701
## 1767 9 3.632368e+00 4.93899414 0.35438363 48.12737
## 1768 9 1.565398e+00 4.93899414 0.35438363 53.13719
## 1769 9 5.298860e-01 4.93899414 0.35438363 44.74999
## 1770 9 1.650477e+00 4.93899414 0.35438363 42.99389
## 1771 9 1.779590e+00 4.93899414 0.35438363 47.58037
## 1772 9 1.675778e+00 1.25279513 0.35438363 50.83802
## 1773 9 -2.476049e+00 1.25279513 0.35438363 43.91443
## 1774 9 2.633395e+00 1.25279513 0.35438363 39.82067
## 1775 9 2.817090e-01 1.25279513 0.35438363 52.24192
## 1776 9 -6.042472e-01 1.25279513 0.35438363 53.12924
## 1777 9 6.204290e+00 1.25279513 0.35438363 42.63136
## 1778 9 -3.104271e+00 1.25279513 0.35438363 55.42960
## 1779 9 -1.309907e+00 1.25279513 0.35438363 37.14764
## 1780 9 -4.025921e+00 1.25279513 0.35438363 56.20255
## 1781 9 -5.237941e+00 1.25279513 0.35438363 51.48218
## 1782 9 -4.130246e+00 1.25279513 0.35438363 46.02606
## 1783 9 1.987316e+00 1.25279513 0.35438363 54.99642
## 1784 9 2.133518e+00 1.25279513 0.35438363 49.77338
## 1785 9 4.861879e+00 1.25279513 0.35438363 39.10707
## 1786 9 -4.846427e+00 1.25279513 0.35438363 50.56603
## 1787 9 -9.621215e-01 1.25279513 0.35438363 39.61353
## 1788 9 1.115620e+00 1.25279513 0.35438363 54.76285
## 1789 9 1.380533e+00 1.25279513 0.35438363 54.40000
## 1790 9 -3.174579e+00 1.25279513 0.35438363 51.05226
## 1791 9 -1.726193e+00 1.25279513 0.35438363 41.51669
## 1792 9 -3.507804e+00 1.25279513 0.35438363 60.62356
## 1793 9 -1.279579e+00 1.25279513 0.35438363 51.84251
## 1794 9 2.240160e+00 1.25279513 0.35438363 38.96365
## 1795 9 5.712085e+00 1.25279513 0.35438363 45.57610
## 1796 9 2.916928e+00 -3.14247635 0.35438363 58.06351
## 1797 9 5.087821e+00 -3.14247635 0.35438363 47.18171
## 1798 9 3.760125e+00 -3.14247635 0.35438363 50.68630
## 1799 9 3.304274e+00 -3.14247635 0.35438363 57.49276
## 1800 9 -1.598830e+00 -3.14247635 0.35438363 58.40464
## 1801 9 6.784761e+00 -3.14247635 0.35438363 43.00015
## 1802 9 -1.429610e+00 -3.14247635 0.35438363 50.15445
## 1803 9 -1.968366e+00 -3.14247635 0.35438363 43.61260
## 1804 9 -6.293933e-01 -3.14247635 0.35438363 38.95277
## 1805 9 4.199484e+00 -3.14247635 0.35438363 38.23155
## 1806 9 -1.532403e+00 -3.14247635 0.35438363 53.91749
## 1807 9 -3.200756e+00 -3.14247635 0.35438363 59.05446
## 1808 9 2.110011e+00 -3.14247635 0.35438363 55.63794
## 1809 9 -4.646268e-01 -3.14247635 0.35438363 41.62038
## 1810 9 -5.612673e-01 -3.14247635 0.35438363 54.67000
## 1811 9 -5.794706e+00 -3.14247635 0.35438363 44.71030
## 1812 9 -1.551434e+00 -3.14247635 0.35438363 57.88175
## 1813 9 -6.705038e+00 -3.14247635 0.35438363 50.00589
## 1814 9 -3.274388e+00 -3.14247635 0.35438363 41.71829
## 1815 9 -1.939540e+00 -3.14247635 0.35438363 42.19406
## 1816 9 9.919825e-02 -3.14247635 0.35438363 38.96754
## 1817 9 9.002168e-01 -3.14247635 0.35438363 33.12376
## 1818 9 9.335546e-01 4.51137513 0.35438363 65.97242
## 1819 9 -4.084136e+00 4.51137513 0.35438363 65.03877
## 1820 9 -2.144712e-01 4.51137513 0.35438363 57.41970
## 1821 9 1.719748e+00 4.51137513 0.35438363 47.51776
## 1822 9 2.176700e+00 4.51137513 0.35438363 52.69515
## 1823 9 5.960745e+00 4.51137513 0.35438363 50.36947
## 1824 9 -9.220761e-01 4.51137513 0.35438363 40.39640
## 1825 9 -8.859999e+00 4.51137513 0.35438363 48.86692
## 1826 9 5.976199e+00 4.51137513 0.35438363 38.03693
## 1827 9 4.649282e+00 4.51137513 0.35438363 55.40159
## 1828 9 1.284965e+00 4.51137513 0.35438363 58.15411
## 1829 9 -1.513437e+00 4.51137513 0.35438363 47.47760
## 1830 9 -6.085123e+00 4.51137513 0.35438363 46.21928
## 1831 9 -3.456823e-01 4.51137513 0.35438363 42.43323
## 1832 9 4.913031e+00 4.51137513 0.35438363 46.58631
## 1833 9 7.044628e-01 4.51137513 0.35438363 49.13605
## 1834 10 -2.836943e+00 1.29682015 0.56461754 56.61518
## 1835 10 3.506723e+00 1.29682015 0.56461754 40.26626
## 1836 10 -1.300528e-01 1.29682015 0.56461754 50.72237
## 1837 10 3.273004e+00 1.29682015 0.56461754 63.05700
## 1838 10 -3.186803e+00 1.29682015 0.56461754 48.88331
## 1839 10 -2.634995e+00 1.29682015 0.56461754 55.38449
## 1840 10 1.241612e+00 1.29682015 0.56461754 41.58988
## 1841 10 -9.506289e-03 1.29682015 0.56461754 56.15458
## 1842 10 -7.972091e-01 1.29682015 0.56461754 48.88607
## 1843 10 -4.404799e+00 1.29682015 0.56461754 56.57365
## 1844 10 5.813988e-01 1.29682015 0.56461754 59.72337
## 1845 10 -2.030176e+00 1.29682015 0.56461754 55.89046
## 1846 10 5.809512e+00 1.29682015 0.56461754 40.01449
## 1847 10 6.445071e-01 1.29682015 0.56461754 50.36890
## 1848 10 -4.370189e+00 1.29682015 0.56461754 44.99592
## 1849 10 1.405677e-01 1.29682015 0.56461754 53.30437
## 1850 10 -2.019087e+00 1.29682015 0.56461754 46.58922
## 1851 10 4.725971e+00 1.29682015 0.56461754 48.92562
## 1852 10 -4.426841e+00 1.29682015 0.56461754 46.62423
## 1853 10 6.146843e+00 1.29682015 0.56461754 46.29116
## 1854 10 6.282283e+00 1.29682015 0.56461754 35.71424
## 1855 10 1.660353e-01 1.29682015 0.56461754 46.56243
## 1856 10 -1.309282e+00 3.46347679 0.56461754 47.86877
## 1857 10 4.379458e+00 3.46347679 0.56461754 36.21444
## 1858 10 -2.408633e+00 3.46347679 0.56461754 45.07367
## 1859 10 -1.659725e+00 3.46347679 0.56461754 55.48763
## 1860 10 -2.542278e-01 3.46347679 0.56461754 44.92575
## 1861 10 -1.299719e-01 3.46347679 0.56461754 47.05282
## 1862 10 -1.677849e+00 3.46347679 0.56461754 48.39717
## 1863 10 -3.568213e+00 3.46347679 0.56461754 54.06435
## 1864 10 -1.694524e+00 3.46347679 0.56461754 49.55872
## 1865 10 2.468878e+00 3.46347679 0.56461754 56.68435
## 1866 10 1.932819e+00 3.46347679 0.56461754 47.63291
## 1867 10 4.652542e-02 3.46347679 0.56461754 47.71365
## 1868 10 -3.361530e+00 3.46347679 0.56461754 58.55738
## 1869 10 2.727981e+00 3.46347679 0.56461754 54.31365
## 1870 10 2.486094e+00 3.46347679 0.56461754 65.98224
## 1871 10 -4.913808e+00 -1.04931303 0.56461754 32.10771
## 1872 10 3.618410e+00 -1.04931303 0.56461754 58.62485
## 1873 10 4.415024e+00 -1.04931303 0.56461754 54.50488
## 1874 10 -8.069340e-01 -1.04931303 0.56461754 41.88502
## 1875 10 -6.971094e+00 -1.04931303 0.56461754 34.05845
## 1876 10 2.675427e+00 -1.04931303 0.56461754 30.70743
## 1877 10 3.399132e+00 -1.04931303 0.56461754 34.78159
## 1878 10 -4.781503e+00 -1.04931303 0.56461754 48.63263
## 1879 10 -3.054906e+00 -1.04931303 0.56461754 37.66339
## 1880 10 -1.292146e+00 -1.04931303 0.56461754 48.83027
## 1881 10 2.909103e+00 -1.04931303 0.56461754 56.93007
## 1882 10 -2.360253e+00 -1.04931303 0.56461754 35.29204
## 1883 10 4.391283e+00 -1.04931303 0.56461754 56.99103
## 1884 10 -2.447441e+00 -1.04931303 0.56461754 45.75889
## 1885 10 4.089656e+00 -1.04931303 0.56461754 31.34377
## 1886 10 2.351024e+00 -1.04931303 0.56461754 44.05069
## 1887 10 -1.757436e+00 -1.04931303 0.56461754 50.76922
## 1888 10 -5.439914e+00 -1.04931303 0.56461754 51.45763
## 1889 10 -5.210896e+00 -1.04931303 0.56461754 56.74556
## 1890 10 -1.766923e+00 -1.04931303 0.56461754 56.97227
## 1891 10 -2.023782e+00 -1.04931303 0.56461754 51.86018
## 1892 10 1.849851e+00 -1.04931303 0.56461754 46.53006
## 1893 10 3.821810e+00 -1.04931303 0.56461754 45.05989
## 1894 10 6.758707e-01 -1.04931303 0.56461754 41.93886
## 1895 10 8.053228e-01 -1.04931303 0.56461754 54.64058
## 1896 10 3.765741e+00 -3.45451949 0.56461754 58.54610
## 1897 10 6.177999e-01 -3.45451949 0.56461754 62.69384
## 1898 10 -8.709876e-01 -3.45451949 0.56461754 50.82595
## 1899 10 2.718065e+00 -3.45451949 0.56461754 59.18600
## 1900 10 2.944154e-01 -3.45451949 0.56461754 42.20710
## 1901 10 6.026620e-01 -3.45451949 0.56461754 66.76799
## 1902 10 -3.286391e+00 -3.45451949 0.56461754 44.65500
## 1903 10 -1.326728e+00 -3.45451949 0.56461754 61.36656
## 1904 10 -2.812804e+00 -3.45451949 0.56461754 44.52116
## 1905 10 3.073761e+00 -3.45451949 0.56461754 71.93079
## 1906 10 -2.329282e-01 -3.45451949 0.56461754 52.32286
## 1907 10 -2.302262e+00 -3.45451949 0.56461754 44.07201
## 1908 10 6.981490e-01 -3.45451949 0.56461754 65.08690
## 1909 10 5.542945e+00 -3.45451949 0.56461754 56.89488
## 1910 10 -2.774446e+00 -3.45451949 0.56461754 64.00636
## 1911 10 -1.316627e+00 -3.45451949 0.56461754 43.68530
## 1912 10 5.977421e+00 -3.45451949 0.56461754 60.83416
## 1913 10 -4.163573e+00 -3.45451949 0.56461754 51.80849
## 1914 10 6.624257e-02 -3.45451949 0.56461754 49.91780
## 1915 10 -3.335189e+00 -3.45451949 0.56461754 57.53782
## 1916 10 2.287780e+00 6.19419067 0.56461754 42.49103
## 1917 10 -4.918404e+00 6.19419067 0.56461754 51.81422
## 1918 10 4.295158e+00 6.19419067 0.56461754 50.81254
## 1919 10 -7.575191e+00 6.19419067 0.56461754 47.94207
## 1920 10 4.413231e-01 6.19419067 0.56461754 58.71725
## 1921 10 4.182733e+00 6.19419067 0.56461754 49.56811
## 1922 10 1.199066e+00 6.19419067 0.56461754 61.04638
## 1923 10 2.382085e+00 6.19419067 0.56461754 47.90505
## 1924 10 -3.307532e-01 6.19419067 0.56461754 49.80612
## 1925 10 4.527645e+00 6.19419067 0.56461754 53.02230
## 1926 10 -1.801502e-01 6.19419067 0.56461754 49.50756
## 1927 10 -5.324421e-01 6.19419067 0.56461754 45.74473
## 1928 10 2.271334e+00 6.19419067 0.56461754 47.06025
## 1929 10 -7.477451e-01 6.19419067 0.56461754 55.97400
## 1930 10 -6.330922e+00 6.19419067 0.56461754 58.26373
## 1931 10 2.956161e+00 6.19419067 0.56461754 49.46639
## 1932 10 1.673721e+00 6.19419067 0.56461754 46.24966
## 1933 10 -9.165809e-01 6.19419067 0.56461754 39.16643
## 1934 10 -5.451288e+00 2.24318707 0.56461754 55.14153
## 1935 10 1.657367e+00 2.24318707 0.56461754 53.96565
## 1936 10 3.954737e+00 2.24318707 0.56461754 58.57037
## 1937 10 1.038454e+00 2.24318707 0.56461754 46.73546
## 1938 10 3.456249e+00 2.24318707 0.56461754 51.45620
## 1939 10 1.788830e+00 2.24318707 0.56461754 41.79847
## 1940 10 -8.847903e-01 2.24318707 0.56461754 61.79841
## 1941 10 -1.499754e+00 2.24318707 0.56461754 49.53975
## 1942 10 -2.752841e+00 2.24318707 0.56461754 43.86081
## 1943 10 -1.881148e+00 2.24318707 0.56461754 42.83777
## 1944 10 -4.842181e-02 2.24318707 0.56461754 46.37152
## 1945 10 -9.177223e+00 2.24318707 0.56461754 42.56337
## 1946 10 -3.998237e-01 2.24318707 0.56461754 55.36393
## 1947 10 -1.178902e+00 2.24318707 0.56461754 57.50862
## 1948 10 2.025482e+00 2.24318707 0.56461754 50.31234
## 1949 10 3.320864e+00 2.24318707 0.56461754 48.31732
## 1950 10 1.235958e+00 2.24318707 0.56461754 54.32756
## 1951 10 1.290057e+00 2.24318707 0.56461754 53.30739
## 1952 10 -4.633249e+00 2.24318707 0.56461754 58.98708
## 1953 10 3.099710e+00 1.40984359 0.56461754 48.98040
## 1954 10 -3.330794e+00 1.40984359 0.56461754 47.33138
## 1955 10 -3.354967e+00 1.40984359 0.56461754 43.93096
## 1956 10 -2.466404e+00 1.40984359 0.56461754 40.35742
## 1957 10 -1.248323e+00 1.40984359 0.56461754 65.35765
## 1958 10 -2.725507e-02 1.40984359 0.56461754 47.67671
## 1959 10 3.407728e+00 1.40984359 0.56461754 45.66374
## 1960 10 -2.706858e+00 1.40984359 0.56461754 51.15329
## 1961 10 -2.592815e+00 1.40984359 0.56461754 50.01140
## 1962 10 -2.008871e+00 1.40984359 0.56461754 45.61042
## 1963 10 -2.564071e+00 1.40984359 0.56461754 55.19240
## 1964 10 -4.374996e+00 1.40984359 0.56461754 46.88017
## 1965 10 -1.006232e+00 1.40984359 0.56461754 44.32291
## 1966 10 3.575255e-01 1.40984359 0.56461754 43.34987
## 1967 10 2.292757e+00 1.40984359 0.56461754 38.19914
## 1968 10 -1.859612e+00 1.40984359 0.56461754 43.43233
## 1969 10 3.733562e+00 1.40984359 0.56461754 50.00795
## 1970 10 4.404864e+00 1.40984359 0.56461754 42.30845
## 1971 10 2.675669e+00 1.40984359 0.56461754 74.71209
## 1972 10 -5.724467e-01 1.40984359 0.56461754 55.16205
## 1973 10 -1.452773e-01 1.40984359 0.56461754 53.45925
## 1974 10 -2.502682e+00 1.40984359 0.56461754 63.05457
## 1975 10 -4.423509e+00 1.40984359 0.56461754 59.81837
## 1976 10 -2.315175e+00 1.40984359 0.56461754 56.65782
## 1977 10 -1.635721e-01 -1.34645835 0.56461754 58.89662
## 1978 10 -1.868251e+00 -1.34645835 0.56461754 50.17317
## 1979 10 7.743311e+00 -1.34645835 0.56461754 53.93784
## 1980 10 1.507371e+00 -1.34645835 0.56461754 43.10988
## 1981 10 2.111015e+00 -1.34645835 0.56461754 26.94481
## 1982 10 -2.310296e+00 -1.34645835 0.56461754 53.62434
## 1983 10 -2.656293e+00 -1.34645835 0.56461754 65.63267
## 1984 10 5.024310e-01 -1.34645835 0.56461754 44.99518
## 1985 10 2.043834e-01 -1.34645835 0.56461754 52.30288
## 1986 10 6.221640e+00 -1.34645835 0.56461754 47.97134
## 1987 10 -3.772871e+00 -1.34645835 0.56461754 56.34690
## 1988 10 -3.509252e+00 -1.34645835 0.56461754 53.50285
## 1989 10 -2.500317e+00 -1.34645835 0.56461754 49.48789
## 1990 10 5.325163e-01 -1.34645835 0.56461754 52.11370
## 1991 10 2.788035e+00 -1.34645835 0.56461754 53.67472
## 1992 10 -1.360879e+00 -1.34645835 0.56461754 57.54683
## 1993 10 -1.444017e-01 -1.34645835 0.56461754 55.41842
## 1994 10 3.627090e+00 -1.34645835 0.56461754 61.49336
## 1995 10 2.347580e+00 -0.05768847 0.56461754 49.22688
## 1996 10 8.942290e-01 -0.05768847 0.56461754 56.39875
## 1997 10 -4.429503e+00 -0.05768847 0.56461754 52.91952
## 1998 10 2.422647e+00 -0.05768847 0.56461754 60.00242
## 1999 10 2.244765e+00 -0.05768847 0.56461754 41.03927
## 2000 10 -1.049355e+00 -0.05768847 0.56461754 50.70952
## 2001 10 3.739341e+00 -0.05768847 0.56461754 42.93918
## 2002 10 -1.279002e+00 -0.05768847 0.56461754 56.29071
## 2003 10 2.120779e+00 -0.05768847 0.56461754 44.46787
## 2004 10 6.304641e-01 -0.05768847 0.56461754 53.32909
## 2005 10 -3.995461e+00 -0.05768847 0.56461754 36.87518
## 2006 10 1.955123e+00 -0.05768847 0.56461754 54.76660
## 2007 10 1.290382e+00 -0.05768847 0.56461754 52.34323
## 2008 10 -2.376619e+00 -0.05768847 0.56461754 31.60025
## 2009 10 3.102388e+00 -0.05768847 0.56461754 53.00747
## 2010 10 -2.525722e+00 -0.05768847 0.56461754 66.82097
## 2011 10 -8.434477e-01 -0.05768847 0.56461754 55.10783
## 2012 10 2.679654e+00 0.02450453 0.56461754 58.02884
## 2013 10 1.091569e-01 0.02450453 0.56461754 46.27991
## 2014 10 -1.648070e+00 0.02450453 0.56461754 44.87610
## 2015 10 -2.419460e+00 0.02450453 0.56461754 48.96400
## 2016 10 -1.277308e+00 0.02450453 0.56461754 52.45233
## 2017 10 -9.859257e-01 0.02450453 0.56461754 55.08219
## 2018 10 -1.537501e+00 0.02450453 0.56461754 52.38501
## 2019 10 -1.626556e+00 0.02450453 0.56461754 56.71469
## 2020 10 8.077670e+00 0.02450453 0.56461754 61.69540
## 2021 10 -1.094942e+00 0.02450453 0.56461754 51.79778
## 2022 10 -2.144859e-01 0.02450453 0.56461754 59.38364
## 2023 10 -2.887851e+00 0.02450453 0.56461754 46.71153
## 2024 10 1.384408e+00 0.02450453 0.56461754 53.55932
## 2025 10 2.174838e+00 0.02450453 0.56461754 47.77207
## 2026 10 -3.057576e+00 0.02450453 0.56461754 61.20996
## 2027 10 -2.757767e+00 0.02450453 0.56461754 49.00275
## 2028 10 1.036698e+00 0.02450453 0.56461754 57.04834
## 2029 10 4.400825e+00 0.02450453 0.56461754 54.90614
## 2030 10 -2.736877e+00 0.02450453 0.56461754 44.43260
## 2031 10 -3.813723e+00 0.02450453 0.56461754 57.42440
## 2032 10 -2.051736e+00 0.02450453 0.56461754 55.90800
## 2033 10 2.899662e+00 0.02450453 0.56461754 44.27118
## 2034 10 3.964298e-01 0.02450453 0.56461754 37.00850
## 2035 11 -6.145570e-01 -1.89996837 1.93114785 39.35087
## 2036 11 -1.512478e+00 -1.89996837 1.93114785 50.92125
## 2037 11 5.002858e+00 -1.89996837 1.93114785 46.62851
## 2038 11 -1.243687e+00 -1.89996837 1.93114785 39.11305
## 2039 11 -4.511170e+00 -1.89996837 1.93114785 43.97881
## 2040 11 3.921279e+00 -1.89996837 1.93114785 54.83285
## 2041 11 -3.243599e+00 -1.89996837 1.93114785 35.98106
## 2042 11 7.530285e-01 -1.89996837 1.93114785 48.78084
## 2043 11 -5.026160e-01 -1.89996837 1.93114785 46.21227
## 2044 11 2.426401e+00 -1.89996837 1.93114785 63.77998
## 2045 11 -3.260852e+00 -1.89996837 1.93114785 38.43964
## 2046 11 2.890458e-01 -1.89996837 1.93114785 42.70604
## 2047 11 2.480805e+00 -1.89996837 1.93114785 38.82935
## 2048 11 3.265078e+00 -1.89996837 1.93114785 57.08331
## 2049 11 -1.001206e+01 -1.89996837 1.93114785 63.69196
## 2050 11 -5.763494e+00 -1.89996837 1.93114785 51.73150
## 2051 11 -1.650016e+00 -1.89996837 1.93114785 59.80434
## 2052 11 6.800755e+00 -1.89996837 1.93114785 54.05342
## 2053 11 5.800823e+00 -1.89996837 1.93114785 57.15549
## 2054 11 -1.267580e+00 -1.89996837 1.93114785 64.46751
## 2055 11 -1.112152e+00 -1.89996837 1.93114785 60.44392
## 2056 11 1.629198e+00 4.84618566 1.93114785 55.51465
## 2057 11 -2.668270e+00 4.84618566 1.93114785 54.44227
## 2058 11 4.309318e+00 4.84618566 1.93114785 40.98865
## 2059 11 -1.245298e+00 4.84618566 1.93114785 46.77036
## 2060 11 7.563122e+00 4.84618566 1.93114785 64.81495
## 2061 11 -2.065035e-01 4.84618566 1.93114785 45.89592
## 2062 11 3.835151e+00 4.84618566 1.93114785 53.43057
## 2063 11 3.199346e+00 4.84618566 1.93114785 54.51166
## 2064 11 5.701074e+00 4.84618566 1.93114785 59.89016
## 2065 11 8.087245e+00 4.84618566 1.93114785 55.93040
## 2066 11 -1.526398e+00 4.84618566 1.93114785 57.24836
## 2067 11 -5.101605e+00 4.84618566 1.93114785 53.82762
## 2068 11 2.622483e+00 4.84618566 1.93114785 53.52599
## 2069 11 2.911687e+00 4.84618566 1.93114785 45.87753
## 2070 11 1.559944e+00 4.84618566 1.93114785 43.46203
## 2071 11 4.654538e-01 4.84618566 1.93114785 47.01841
## 2072 11 -2.204184e+00 4.84618566 1.93114785 65.01445
## 2073 11 -1.382281e+00 0.13318791 1.93114785 54.60557
## 2074 11 7.539360e-01 0.13318791 1.93114785 47.86547
## 2075 11 7.413274e-01 0.13318791 1.93114785 40.51432
## 2076 11 6.703754e-01 0.13318791 1.93114785 55.47258
## 2077 11 2.067999e+00 0.13318791 1.93114785 43.32956
## 2078 11 2.099441e+00 0.13318791 1.93114785 49.16627
## 2079 11 6.108656e+00 0.13318791 1.93114785 44.35139
## 2080 11 -4.557269e-01 0.13318791 1.93114785 45.63176
## 2081 11 4.183617e+00 0.13318791 1.93114785 32.99003
## 2082 11 1.420636e+00 0.13318791 1.93114785 61.79542
## 2083 11 -1.034022e+00 0.13318791 1.93114785 39.99130
## 2084 11 9.392929e+00 0.13318791 1.93114785 46.66287
## 2085 11 -8.897670e-02 0.13318791 1.93114785 58.94372
## 2086 11 3.763510e-01 0.13318791 1.93114785 46.41106
## 2087 11 1.165055e+00 0.13318791 1.93114785 52.20015
## 2088 11 4.747814e+00 0.13318791 1.93114785 54.54741
## 2089 11 -2.997984e+00 0.13318791 1.93114785 44.86532
## 2090 11 -8.035170e-01 0.13318791 1.93114785 41.49909
## 2091 11 2.951017e+00 0.13318791 1.93114785 47.77983
## 2092 11 -1.351376e-01 1.16597666 1.93114785 49.42509
## 2093 11 6.555948e-01 1.16597666 1.93114785 68.48110
## 2094 11 4.773950e+00 1.16597666 1.93114785 38.17945
## 2095 11 -1.899429e+00 1.16597666 1.93114785 41.30804
## 2096 11 -6.120789e-01 1.16597666 1.93114785 61.25670
## 2097 11 -5.386201e-01 1.16597666 1.93114785 60.01911
## 2098 11 -5.021763e+00 1.16597666 1.93114785 64.33518
## 2099 11 -2.247592e-01 1.16597666 1.93114785 39.26510
## 2100 11 6.391464e-01 1.16597666 1.93114785 34.52857
## 2101 11 -4.679591e-02 1.16597666 1.93114785 46.67463
## 2102 11 1.919617e+00 1.16597666 1.93114785 54.10437
## 2103 11 -6.900870e-01 1.16597666 1.93114785 60.12791
## 2104 11 -1.260592e+00 1.16597666 1.93114785 49.79428
## 2105 11 -3.796148e+00 1.16597666 1.93114785 52.64413
## 2106 11 -2.385501e+00 1.16597666 1.93114785 47.61680
## 2107 11 -6.134633e+00 1.16597666 1.93114785 38.16016
## 2108 11 -5.458813e-01 1.16597666 1.93114785 48.91738
## 2109 11 4.932453e+00 -0.40255366 1.93114785 39.48191
## 2110 11 -7.225761e-01 -0.40255366 1.93114785 55.28888
## 2111 11 3.374724e+00 -0.40255366 1.93114785 37.03207
## 2112 11 -2.013066e+00 -0.40255366 1.93114785 46.98212
## 2113 11 2.323250e+00 -0.40255366 1.93114785 53.74061
## 2114 11 3.113516e+00 -0.40255366 1.93114785 52.32595
## 2115 11 5.130607e+00 -0.40255366 1.93114785 52.71257
## 2116 11 -1.156333e+00 -0.40255366 1.93114785 53.75718
## 2117 11 2.069845e+00 -0.40255366 1.93114785 53.77992
## 2118 11 1.275933e+00 -0.40255366 1.93114785 53.22879
## 2119 11 3.399695e+00 -0.40255366 1.93114785 44.38895
## 2120 11 9.882865e-01 -0.40255366 1.93114785 50.64720
## 2121 11 2.405771e+00 -0.40255366 1.93114785 49.87551
## 2122 11 8.366039e+00 -0.40255366 1.93114785 44.64782
## 2123 11 3.545522e+00 -0.40255366 1.93114785 52.65341
## 2124 11 -1.230586e+00 -0.40255366 1.93114785 63.66572
## 2125 11 -3.921617e+00 -0.40255366 1.93114785 50.52521
## 2126 11 2.306944e+00 -0.40255366 1.93114785 53.32008
## 2127 11 3.782742e+00 0.82479341 1.93114785 70.24859
## 2128 11 1.885749e+00 0.82479341 1.93114785 43.47938
## 2129 11 4.365735e+00 0.82479341 1.93114785 43.54021
## 2130 11 -2.635962e+00 0.82479341 1.93114785 60.11906
## 2131 11 1.494681e+00 0.82479341 1.93114785 50.15314
## 2132 11 8.271427e-01 0.82479341 1.93114785 46.54031
## 2133 11 6.258129e-01 0.82479341 1.93114785 47.53749
## 2134 11 2.837548e+00 0.82479341 1.93114785 52.38511
## 2135 11 -5.973891e-01 0.82479341 1.93114785 62.25914
## 2136 11 -3.466440e+00 0.82479341 1.93114785 51.62176
## 2137 11 5.073460e-01 0.82479341 1.93114785 46.11242
## 2138 11 5.246477e-01 0.82479341 1.93114785 53.65909
## 2139 11 9.548140e-01 0.82479341 1.93114785 51.30447
## 2140 11 -2.619497e+00 0.82479341 1.93114785 47.08119
## 2141 11 7.803278e-01 0.82479341 1.93114785 39.22408
## 2142 11 -1.317125e-01 0.82479341 1.93114785 55.27854
## 2143 11 1.692053e+00 -2.65571858 1.93114785 37.16194
## 2144 11 1.540168e+00 -2.65571858 1.93114785 73.19380
## 2145 11 1.985237e+00 -2.65571858 1.93114785 58.35070
## 2146 11 -1.924500e+00 -2.65571858 1.93114785 36.83191
## 2147 11 3.382622e+00 -2.65571858 1.93114785 42.27116
## 2148 11 -5.557382e-01 -2.65571858 1.93114785 54.37427
## 2149 11 3.576464e+00 -2.65571858 1.93114785 39.23921
## 2150 11 -2.660435e-01 -2.65571858 1.93114785 48.71512
## 2151 11 -2.486931e-01 -2.65571858 1.93114785 42.06652
## 2152 11 -1.457835e-01 -2.65571858 1.93114785 55.27597
## 2153 11 -1.812247e-01 -2.65571858 1.93114785 39.41248
## 2154 11 -1.219215e+00 -2.65571858 1.93114785 47.83723
## 2155 11 -2.517789e+00 -2.65571858 1.93114785 68.17447
## 2156 11 2.510614e+00 -2.65571858 1.93114785 52.72314
## 2157 11 -6.184917e-01 -2.65571858 1.93114785 33.91220
## 2158 11 -3.714655e+00 -2.65571858 1.93114785 52.71495
## 2159 11 -3.424518e+00 -2.65571858 1.93114785 63.79256
## 2160 11 -7.220646e-01 -2.65571858 1.93114785 55.01340
## 2161 11 2.446668e+00 -2.65571858 1.93114785 46.20056
## 2162 11 1.642352e+00 -2.65571858 1.93114785 54.28934
## 2163 11 -4.596832e+00 -2.65571858 1.93114785 45.70433
## 2164 11 4.742278e+00 -2.65571858 1.93114785 48.15564
## 2165 11 -3.178859e+00 -2.65571858 1.93114785 74.16397
## 2166 11 -1.220105e+00 -2.65571858 1.93114785 55.63153
## 2167 11 -9.324727e-01 -2.65571858 1.93114785 56.43358
## 2168 11 3.181061e+00 0.11331324 1.93114785 51.61513
## 2169 11 3.036201e+00 0.11331324 1.93114785 68.45843
## 2170 11 -4.999379e+00 0.11331324 1.93114785 46.99605
## 2171 11 -4.359858e-01 0.11331324 1.93114785 53.79677
## 2172 11 -5.782807e-01 0.11331324 1.93114785 48.54467
## 2173 11 3.387372e+00 0.11331324 1.93114785 49.25584
## 2174 11 -8.456610e+00 0.11331324 1.93114785 65.35548
## 2175 11 7.299832e-01 0.11331324 1.93114785 59.88970
## 2176 11 -2.163645e+00 0.11331324 1.93114785 38.46430
## 2177 11 -2.830155e+00 0.11331324 1.93114785 55.14301
## 2178 11 -4.632974e-01 0.11331324 1.93114785 59.72507
## 2179 11 2.194489e+00 0.11331324 1.93114785 57.37026
## 2180 11 -1.331134e+00 0.11331324 1.93114785 59.58229
## 2181 11 4.048643e+00 0.11331324 1.93114785 54.85155
## 2182 11 3.596495e+00 0.11331324 1.93114785 48.72880
## 2183 11 -3.683586e-01 0.11331324 1.93114785 58.88153
## 2184 11 1.078914e+00 0.11331324 1.93114785 34.99240
## 2185 11 8.086041e-01 1.25393237 1.93114785 39.56103
## 2186 11 4.950576e-01 1.25393237 1.93114785 61.03800
## 2187 11 -1.583955e+00 1.25393237 1.93114785 34.87297
## 2188 11 -3.952823e+00 1.25393237 1.93114785 40.69843
## 2189 11 3.925637e+00 1.25393237 1.93114785 61.90666
## 2190 11 -3.609001e-01 1.25393237 1.93114785 41.05435
## 2191 11 -2.140288e+00 1.25393237 1.93114785 44.93238
## 2192 11 -6.657687e+00 1.25393237 1.93114785 56.22539
## 2193 11 2.938819e+00 1.25393237 1.93114785 46.01573
## 2194 11 2.665421e+00 1.25393237 1.93114785 55.49271
## 2195 11 3.000923e+00 1.25393237 1.93114785 37.07481
## 2196 11 -6.478150e-01 1.25393237 1.93114785 45.19373
## 2197 11 -2.975408e+00 1.25393237 1.93114785 56.48922
## 2198 11 -2.273290e+00 1.25393237 1.93114785 46.16719
## 2199 11 8.689182e-01 1.25393237 1.93114785 57.63087
## 2200 11 3.374204e+00 1.25393237 1.93114785 37.88403
## 2201 11 -4.135902e+00 1.25393237 1.93114785 44.05208
## 2202 11 4.927691e+00 -3.67591919 1.93114785 53.18820
## 2203 11 -3.682260e+00 -3.67591919 1.93114785 57.54048
## 2204 11 6.458867e-01 -3.67591919 1.93114785 46.53679
## 2205 11 2.368756e+00 -3.67591919 1.93114785 46.16266
## 2206 11 -1.381137e+00 -3.67591919 1.93114785 56.53381
## 2207 11 1.226682e+00 -3.67591919 1.93114785 44.91473
## 2208 11 7.344484e-01 -3.67591919 1.93114785 64.07712
## 2209 11 6.248115e-02 -3.67591919 1.93114785 39.52224
## 2210 11 -4.789264e+00 -3.67591919 1.93114785 46.06195
## 2211 11 -2.975231e+00 -3.67591919 1.93114785 60.94659
## 2212 11 -2.464289e+00 -3.67591919 1.93114785 54.48808
## 2213 11 -5.593727e-01 -3.67591919 1.93114785 62.03677
## 2214 11 -2.970003e+00 -3.67591919 1.93114785 60.40207
## 2215 11 1.447852e+00 -3.67591919 1.93114785 58.24131
## 2216 11 1.520073e+00 -3.67591919 1.93114785 58.41773
## 2217 11 -1.032578e+00 -3.67591919 1.93114785 51.94392
## 2218 11 -4.935764e+00 -3.67591919 1.93114785 49.19556
## 2219 12 -5.068365e+00 0.89416840 -0.65550112 62.20138
## 2220 12 -5.672508e+00 0.89416840 -0.65550112 54.16922
## 2221 12 -4.135111e+00 0.89416840 -0.65550112 44.92683
## 2222 12 6.107458e+00 0.89416840 -0.65550112 59.52031
## 2223 12 -7.245860e+00 0.89416840 -0.65550112 52.40014
## 2224 12 4.049297e-01 0.89416840 -0.65550112 60.45380
## 2225 12 6.255618e+00 0.89416840 -0.65550112 32.13715
## 2226 12 9.084421e-01 0.89416840 -0.65550112 52.39949
## 2227 12 2.233607e-01 0.89416840 -0.65550112 62.35003
## 2228 12 -4.479944e-01 0.89416840 -0.65550112 37.97998
## 2229 12 2.108021e+00 0.89416840 -0.65550112 49.81907
## 2230 12 -1.864260e+00 0.89416840 -0.65550112 54.80411
## 2231 12 3.462919e+00 0.89416840 -0.65550112 56.23045
## 2232 12 -3.178599e+00 0.89416840 -0.65550112 64.85616
## 2233 12 -1.217172e+00 0.89416840 -0.65550112 41.22094
## 2234 12 -1.397787e+00 0.89416840 -0.65550112 45.60075
## 2235 12 2.090227e+00 0.89416840 -0.65550112 56.17846
## 2236 12 -2.753441e+00 0.89416840 -0.65550112 52.15956
## 2237 12 4.671318e+00 -1.64550305 -0.65550112 32.89113
## 2238 12 3.192005e-01 -1.64550305 -0.65550112 40.49159
## 2239 12 -1.111529e+00 -1.64550305 -0.65550112 40.79803
## 2240 12 -1.789583e+00 -1.64550305 -0.65550112 51.03123
## 2241 12 4.832807e+00 -1.64550305 -0.65550112 62.90804
## 2242 12 1.853781e+00 -1.64550305 -0.65550112 54.90325
## 2243 12 -3.125684e+00 -1.64550305 -0.65550112 48.06147
## 2244 12 -4.338484e+00 -1.64550305 -0.65550112 46.57598
## 2245 12 -2.724076e+00 -1.64550305 -0.65550112 50.29285
## 2246 12 9.187124e-04 -1.64550305 -0.65550112 46.23783
## 2247 12 3.178380e+00 -1.64550305 -0.65550112 43.56663
## 2248 12 -2.304078e-01 -1.64550305 -0.65550112 35.93552
## 2249 12 -3.680578e+00 -1.64550305 -0.65550112 36.50583
## 2250 12 2.512626e-01 -1.64550305 -0.65550112 41.59201
## 2251 12 2.303556e+00 -1.64550305 -0.65550112 55.90689
## 2252 12 -2.560104e+00 -1.64550305 -0.65550112 60.96929
## 2253 12 7.928914e-01 -1.64550305 -0.65550112 43.93158
## 2254 12 1.915533e+00 -1.64550305 -0.65550112 35.73652
## 2255 12 -5.603872e+00 -1.64550305 -0.65550112 53.84988
## 2256 12 5.372342e+00 -1.64550305 -0.65550112 47.02804
## 2257 12 -1.170599e+00 -1.64550305 -0.65550112 53.10692
## 2258 12 -7.020047e-02 -1.64550305 -0.65550112 49.65301
## 2259 12 -1.489545e+00 -1.64550305 -0.65550112 62.05700
## 2260 12 8.226397e-01 -2.69303239 -0.65550112 37.87011
## 2261 12 4.166794e+00 -2.69303239 -0.65550112 43.69751
## 2262 12 1.205662e+00 -2.69303239 -0.65550112 38.74619
## 2263 12 -4.792065e+00 -2.69303239 -0.65550112 49.34938
## 2264 12 -5.140412e-02 -2.69303239 -0.65550112 53.40338
## 2265 12 4.844398e-01 -2.69303239 -0.65550112 59.17126
## 2266 12 -2.486200e-02 -2.69303239 -0.65550112 54.36046
## 2267 12 2.704187e+00 -2.69303239 -0.65550112 60.98594
## 2268 12 -3.147844e+00 -2.69303239 -0.65550112 50.98365
## 2269 12 -2.557301e+00 -2.69303239 -0.65550112 59.37279
## 2270 12 6.590624e-01 -2.69303239 -0.65550112 62.50481
## 2271 12 4.463374e+00 -2.69303239 -0.65550112 46.40278
## 2272 12 4.073997e+00 -2.69303239 -0.65550112 47.96513
## 2273 12 1.690652e+00 -2.69303239 -0.65550112 39.17097
## 2274 12 -1.318681e-01 -2.69303239 -0.65550112 52.35471
## 2275 12 -9.303394e-01 -2.69303239 -0.65550112 47.64181
## 2276 12 2.620751e+00 -2.69303239 -0.65550112 51.71183
## 2277 12 2.134448e+00 -2.69303239 -0.65550112 47.62900
## 2278 12 -3.262254e+00 -1.72139710 -0.65550112 52.49980
## 2279 12 -5.696693e+00 -1.72139710 -0.65550112 59.12615
## 2280 12 -1.151847e+00 -1.72139710 -0.65550112 41.95112
## 2281 12 1.639985e+00 -1.72139710 -0.65550112 45.85497
## 2282 12 3.671482e+00 -1.72139710 -0.65550112 51.46895
## 2283 12 -1.333982e+00 -1.72139710 -0.65550112 41.71789
## 2284 12 2.175417e+00 -1.72139710 -0.65550112 46.96805
## 2285 12 -8.926517e-01 -1.72139710 -0.65550112 37.51946
## 2286 12 4.439348e-01 -1.72139710 -0.65550112 53.92529
## 2287 12 -2.158903e+00 -1.72139710 -0.65550112 40.24430
## 2288 12 1.002689e+00 -1.72139710 -0.65550112 61.30964
## 2289 12 -1.250135e+00 -1.72139710 -0.65550112 57.72718
## 2290 12 3.102096e+00 -1.72139710 -0.65550112 35.25468
## 2291 12 1.383845e+00 -1.72139710 -0.65550112 55.79258
## 2292 12 -3.878320e+00 -1.72139710 -0.65550112 31.26409
## 2293 12 -4.369141e+00 -1.72139710 -0.65550112 40.87970
## 2294 12 7.484351e+00 -1.72139710 -0.65550112 56.26798
## 2295 12 -1.921073e+00 -1.72139710 -0.65550112 46.46532
## 2296 12 -1.733071e+00 -1.72139710 -0.65550112 65.51042
## 2297 12 -2.378193e+00 -1.72139710 -0.65550112 49.25606
## 2298 12 -5.228081e+00 -1.72139710 -0.65550112 49.31474
## 2299 12 -1.610116e+00 -1.72139710 -0.65550112 59.31069
## 2300 12 -4.120802e+00 2.04533819 -0.65550112 49.68235
## 2301 12 -3.544889e+00 2.04533819 -0.65550112 47.70470
## 2302 12 2.955547e+00 2.04533819 -0.65550112 56.67531
## 2303 12 -3.524793e+00 2.04533819 -0.65550112 62.32928
## 2304 12 4.565702e+00 2.04533819 -0.65550112 58.14022
## 2305 12 -3.674518e+00 2.04533819 -0.65550112 56.03209
## 2306 12 5.535099e+00 2.04533819 -0.65550112 40.90086
## 2307 12 1.726761e+00 2.04533819 -0.65550112 43.47140
## 2308 12 5.598323e+00 2.04533819 -0.65550112 54.23306
## 2309 12 -8.804469e-01 2.04533819 -0.65550112 48.32508
## 2310 12 1.949771e+00 2.04533819 -0.65550112 59.85150
## 2311 12 2.649137e-01 2.04533819 -0.65550112 43.71722
## 2312 12 2.558570e+00 2.04533819 -0.65550112 55.10152
## 2313 12 -6.562855e+00 2.04533819 -0.65550112 42.10470
## 2314 12 -1.014540e+00 2.04533819 -0.65550112 45.43009
## 2315 12 -2.916675e+00 2.04533819 -0.65550112 52.39901
## 2316 12 -1.330052e+00 2.04533819 -0.65550112 44.96087
## 2317 12 -4.434695e+00 2.04533819 -0.65550112 52.29271
## 2318 12 6.363997e+00 2.04533819 -0.65550112 55.29656
## 2319 12 2.567544e+00 2.04533819 -0.65550112 53.24449
## 2320 12 7.773232e-01 1.96765418 -0.65550112 52.56297
## 2321 12 -4.225512e+00 1.96765418 -0.65550112 55.26370
## 2322 12 -4.473746e-03 1.96765418 -0.65550112 61.36317
## 2323 12 -1.508979e+00 1.96765418 -0.65550112 53.78379
## 2324 12 -1.692837e+00 1.96765418 -0.65550112 40.29922
## 2325 12 -1.877534e+00 1.96765418 -0.65550112 57.25428
## 2326 12 -4.247916e+00 1.96765418 -0.65550112 33.34693
## 2327 12 4.622646e+00 1.96765418 -0.65550112 47.87027
## 2328 12 1.043029e+00 1.96765418 -0.65550112 50.65263
## 2329 12 6.063361e+00 1.96765418 -0.65550112 44.89494
## 2330 12 -1.406789e+00 1.96765418 -0.65550112 46.43800
## 2331 12 -1.925677e+00 1.96765418 -0.65550112 48.48555
## 2332 12 4.820569e+00 1.96765418 -0.65550112 45.91606
## 2333 12 3.786333e+00 1.96765418 -0.65550112 58.65072
## 2334 12 3.841684e+00 1.96765418 -0.65550112 57.13000
## 2335 12 -2.101115e-01 1.96765418 -0.65550112 51.34514
## 2336 12 1.018487e+00 1.96765418 -0.65550112 57.16051
## 2337 12 2.552732e+00 1.96765418 -0.65550112 46.69486
## 2338 12 1.852417e+00 1.96765418 -0.65550112 55.27333
## 2339 12 -2.786740e-02 1.96765418 -0.65550112 42.61863
## 2340 12 -3.692735e+00 1.96765418 -0.65550112 46.69571
## 2341 12 3.817495e+00 -1.22551940 -0.65550112 62.66306
## 2342 12 -3.313674e+00 -1.22551940 -0.65550112 56.35211
## 2343 12 1.816985e+00 -1.22551940 -0.65550112 53.82138
## 2344 12 -7.655791e-01 -1.22551940 -0.65550112 50.50101
## 2345 12 -3.798812e+00 -1.22551940 -0.65550112 61.42767
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## 2414 12 2.546856e+00 -4.02213909 -0.65550112 39.58403
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## 2581 13 -1.463480e-01 0.21627389 0.18217757 49.14010
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## 2583 13 4.816087e+00 0.21627389 0.18217757 56.63653
## 2584 13 -4.752517e+00 2.78555586 0.18217757 51.72007
## 2585 13 -5.152458e-01 2.78555586 0.18217757 39.04814
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## 2587 13 -3.455009e-01 2.78555586 0.18217757 68.03455
## 2588 13 7.244314e+00 2.78555586 0.18217757 57.43225
## 2589 13 2.538005e+00 2.78555586 0.18217757 47.90703
## 2590 13 1.114072e+00 2.78555586 0.18217757 53.86636
## 2591 13 -1.891908e+00 2.78555586 0.18217757 57.59101
## 2592 13 -4.245879e+00 2.78555586 0.18217757 37.08959
## 2593 13 5.652208e+00 2.78555586 0.18217757 39.43920
## 2594 13 -1.679935e+00 2.78555586 0.18217757 41.90463
## 2595 13 7.608637e-01 2.78555586 0.18217757 55.19174
## 2596 13 4.603286e+00 2.78555586 0.18217757 50.94070
## 2597 13 7.451172e-01 2.78555586 0.18217757 51.14901
## 2598 13 -1.946113e+00 2.78555586 0.18217757 39.28048
## 2599 13 -2.835351e+00 2.78555586 0.18217757 49.51584
## 2600 13 -4.085653e+00 2.78555586 0.18217757 48.80815
## 2601 13 -2.269808e-01 2.78555586 0.18217757 55.50135
## 2602 13 2.135732e+00 2.78555586 0.18217757 45.65141
## 2603 13 -4.048683e+00 2.78555586 0.18217757 48.31242
## 2604 13 -1.925559e+00 2.78555586 0.18217757 54.87569
## 2605 13 -6.428351e+00 2.78555586 0.18217757 62.61843
## 2606 13 1.145070e+00 -2.93915709 0.18217757 45.39210
## 2607 13 1.340329e+00 -2.93915709 0.18217757 52.96343
## 2608 13 1.733855e+00 -2.93915709 0.18217757 59.02015
## 2609 13 2.586819e+00 -2.93915709 0.18217757 65.28292
## 2610 13 -1.918833e-01 -2.93915709 0.18217757 65.96950
## 2611 13 1.795044e-02 -2.93915709 0.18217757 57.30037
## 2612 13 1.445960e+00 -2.93915709 0.18217757 58.59723
## 2613 13 -3.402274e-01 -2.93915709 0.18217757 54.89437
## 2614 13 -3.547081e-01 -2.93915709 0.18217757 55.52136
## 2615 13 -1.592941e+00 -2.93915709 0.18217757 54.38822
## 2616 13 -2.978355e-01 -2.93915709 0.18217757 49.15113
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## 2618 13 -6.798241e-01 -2.93915709 0.18217757 59.89758
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## 2890 15 -1.429175e+00 1.71310187 0.21374824 67.29726
## 2891 15 3.140372e+00 1.71310187 0.21374824 46.10442
## 2892 15 -4.460007e+00 1.71310187 0.21374824 55.44191
## 2893 15 2.275441e+00 1.71310187 0.21374824 51.26045
## 2894 15 3.000736e+00 -0.10581393 0.21374824 50.78549
## 2895 15 -3.112934e+00 -0.10581393 0.21374824 48.07837
## 2896 15 -3.481256e+00 -0.10581393 0.21374824 50.95183
## 2897 15 6.464601e-01 -0.10581393 0.21374824 49.06956
## 2898 15 2.662102e+00 -0.10581393 0.21374824 63.76457
## 2899 15 4.112144e+00 -0.10581393 0.21374824 48.97179
## 2900 15 -5.562319e+00 -0.10581393 0.21374824 55.29563
## 2901 15 1.560684e+00 -0.10581393 0.21374824 45.87939
## 2902 15 2.032881e+00 -0.10581393 0.21374824 58.51186
## 2903 15 -2.828101e+00 -0.10581393 0.21374824 53.95549
## 2904 15 1.706289e+00 -0.10581393 0.21374824 58.88775
## 2905 15 1.194848e+00 -0.10581393 0.21374824 67.08108
## 2906 15 -4.498873e+00 -0.10581393 0.21374824 45.62011
## 2907 15 4.780876e+00 -0.10581393 0.21374824 39.33119
## 2908 15 7.395224e-01 -0.10581393 0.21374824 61.25305
## 2909 15 3.599949e+00 -0.10581393 0.21374824 43.71318
## 2910 15 -2.252477e-01 -0.10581393 0.21374824 47.16494
## 2911 15 6.829271e+00 -0.10581393 0.21374824 55.10422
## 2912 15 -3.373903e+00 3.68236244 0.21374824 51.40429
## 2913 15 6.396543e-01 3.68236244 0.21374824 62.35050
## 2914 15 -1.930425e+00 3.68236244 0.21374824 48.47375
## 2915 15 9.091112e-01 3.68236244 0.21374824 47.87440
## 2916 15 -3.722381e-01 3.68236244 0.21374824 66.09290
## 2917 15 5.849088e-01 3.68236244 0.21374824 52.95936
## 2918 15 -2.891927e-01 3.68236244 0.21374824 43.11820
## 2919 15 1.894181e+00 3.68236244 0.21374824 53.06114
## 2920 15 -2.178167e+00 3.68236244 0.21374824 53.16745
## 2921 15 -2.216121e+00 3.68236244 0.21374824 61.38837
## 2922 15 4.548949e+00 3.68236244 0.21374824 51.00716
## 2923 15 -7.169671e-01 3.68236244 0.21374824 51.08550
## 2924 15 -1.541627e+00 3.68236244 0.21374824 66.94834
## 2925 15 -4.396632e+00 3.68236244 0.21374824 71.11654
## 2926 15 2.280157e+00 3.68236244 0.21374824 40.96200
## 2927 15 -1.787872e+00 3.68236244 0.21374824 62.67740
## 2928 15 -2.933469e+00 1.09302125 0.21374824 35.96053
## 2929 15 3.372454e+00 1.09302125 0.21374824 49.77225
## 2930 15 1.020959e+00 1.09302125 0.21374824 54.36834
## 2931 15 -1.307551e+00 1.09302125 0.21374824 46.67084
## 2932 15 -5.339274e+00 1.09302125 0.21374824 47.75734
## 2933 15 1.111314e-01 1.09302125 0.21374824 48.48564
## 2934 15 1.497720e+00 1.09302125 0.21374824 47.38038
## 2935 15 -7.323674e-01 1.09302125 0.21374824 53.62264
## 2936 15 5.876395e-01 1.09302125 0.21374824 37.95654
## 2937 15 1.495563e+00 1.09302125 0.21374824 58.80037
## 2938 15 -6.336538e+00 1.09302125 0.21374824 60.96666
## 2939 15 -4.197260e+00 1.09302125 0.21374824 45.47211
## 2940 15 -7.131147e-01 1.09302125 0.21374824 50.06444
## 2941 15 -4.378305e-01 1.09302125 0.21374824 52.14996
## 2942 15 4.957533e+00 1.09302125 0.21374824 50.07948
## 2943 15 -1.716937e+00 1.09302125 0.21374824 43.38168
## 2944 15 -4.027165e+00 1.09302125 0.21374824 49.51867
## 2945 15 -9.632762e+00 1.09302125 0.21374824 59.91875
## 2946 15 -4.858604e-01 0.38193686 0.21374824 39.73862
## 2947 15 -1.761170e+00 0.38193686 0.21374824 37.36926
## 2948 15 -3.831643e+00 0.38193686 0.21374824 53.00243
## 2949 15 -4.732100e-01 0.38193686 0.21374824 55.88765
## 2950 15 -1.391930e+00 0.38193686 0.21374824 31.52365
## 2951 15 6.772495e+00 0.38193686 0.21374824 55.67133
## 2952 15 -1.857711e-01 0.38193686 0.21374824 50.41391
## 2953 15 5.111684e+00 0.38193686 0.21374824 42.22444
## 2954 15 -6.579511e-01 0.38193686 0.21374824 58.49275
## 2955 15 3.090312e+00 0.38193686 0.21374824 49.38975
## 2956 15 -2.782910e+00 0.38193686 0.21374824 47.87402
## 2957 15 5.783503e-01 0.38193686 0.21374824 45.44401
## 2958 15 5.730506e-01 0.38193686 0.21374824 52.69377
## 2959 15 7.226702e-01 0.38193686 0.21374824 49.76642
## 2960 15 -2.225519e+00 0.38193686 0.21374824 47.48647
## 2961 15 -3.620015e+00 0.38193686 0.21374824 42.78330
## 2962 15 4.611834e-01 0.38193686 0.21374824 30.65388
## 2963 15 4.212718e+00 1.66727330 0.21374824 45.74882
## 2964 15 1.680118e+00 1.66727330 0.21374824 44.46612
## 2965 15 -1.067329e+00 1.66727330 0.21374824 39.28296
## 2966 15 3.829847e+00 1.66727330 0.21374824 53.44176
## 2967 15 -5.961581e+00 1.66727330 0.21374824 58.86528
## 2968 15 -5.754513e+00 1.66727330 0.21374824 60.79027
## 2969 15 3.146873e-01 1.66727330 0.21374824 49.19025
## 2970 15 3.116742e+00 1.66727330 0.21374824 32.61655
## 2971 15 -1.416314e+00 1.66727330 0.21374824 50.46176
## 2972 15 4.949054e+00 1.66727330 0.21374824 49.58131
## 2973 15 5.146700e-01 1.66727330 0.21374824 55.63330
## 2974 15 9.720554e-01 1.66727330 0.21374824 41.85272
## 2975 15 -5.760475e-02 1.66727330 0.21374824 56.06460
## 2976 15 -4.512860e+00 1.66727330 0.21374824 53.64284
## 2977 15 1.140506e+00 1.66727330 0.21374824 43.01034
## 2978 15 -1.129698e+00 1.66727330 0.21374824 48.70960
## 2979 15 -1.531486e+00 1.66727330 0.21374824 52.23377
## 2980 15 2.226179e-01 1.66727330 0.21374824 50.46003
## 2981 15 1.587746e+00 1.66727330 0.21374824 54.85776
## 2982 15 2.283038e+00 1.66727330 0.21374824 38.97549
## 2983 15 -1.558676e+00 1.66727330 0.21374824 50.98575
## 2984 15 -2.119422e+00 1.66727330 0.21374824 68.41957
## 2985 15 2.015846e+00 1.66727330 0.21374824 38.98370
## 2986 15 3.015632e+00 -5.29916832 0.21374824 58.89914
## 2987 15 2.956176e+00 -5.29916832 0.21374824 55.34001
## 2988 15 -7.351146e-01 -5.29916832 0.21374824 55.35467
## 2989 15 -2.272585e+00 -5.29916832 0.21374824 67.03431
## 2990 15 2.397712e-01 -5.29916832 0.21374824 56.12704
## 2991 15 -4.736976e+00 -5.29916832 0.21374824 42.20580
## 2992 15 4.482868e+00 -5.29916832 0.21374824 32.36460
## 2993 15 2.122478e+00 -5.29916832 0.21374824 40.92768
## 2994 15 -5.664136e+00 -5.29916832 0.21374824 62.23346
## 2995 15 -3.208968e-01 -5.29916832 0.21374824 42.55010
## 2996 15 -2.397147e-01 -5.29916832 0.21374824 55.30082
## 2997 15 4.092690e+00 -5.29916832 0.21374824 49.06486
## 2998 15 -2.384580e+00 -5.29916832 0.21374824 34.68304
## 2999 15 4.822256e+00 -5.29916832 0.21374824 56.98711
## 3000 15 3.291431e+00 -5.29916832 0.21374824 46.54757
## 3001 15 -6.930328e+00 -5.29916832 0.21374824 44.46884
## 3002 15 -3.199872e+00 -5.29916832 0.21374824 35.13051
## 3003 15 5.568484e+00 -5.29916832 0.21374824 57.24330
## 3004 15 2.676169e+00 -5.29916832 0.21374824 47.35560
## 3005 15 2.305441e+00 -5.29916832 0.21374824 53.51623
## 3006 15 1.766445e+00 -5.29916832 0.21374824 54.53616
## 3007 15 1.052004e+00 -5.29916832 0.21374824 50.79757
## 3008 15 1.107242e+00 -5.29916832 0.21374824 45.80205
## 3009 15 3.402479e+00 -0.75118359 0.21374824 44.24205
## 3010 15 1.453272e+00 -0.75118359 0.21374824 68.13352
## 3011 15 -5.792757e-01 -0.75118359 0.21374824 50.66555
## 3012 15 4.562678e-01 -0.75118359 0.21374824 50.82592
## 3013 15 6.101014e+00 -0.75118359 0.21374824 54.36676
## 3014 15 -1.720202e+00 -0.75118359 0.21374824 45.07387
## 3015 15 -2.420253e+00 -0.75118359 0.21374824 60.57132
## 3016 15 -1.766458e+00 -0.75118359 0.21374824 50.20996
## 3017 15 -5.801057e+00 -0.75118359 0.21374824 55.28284
## 3018 15 -2.825253e+00 -0.75118359 0.21374824 51.90241
## 3019 15 1.275616e-01 -0.75118359 0.21374824 55.36263
## 3020 15 1.427460e+00 -0.75118359 0.21374824 42.92329
## 3021 15 -3.671477e+00 -0.75118359 0.21374824 54.59538
## 3022 15 4.207642e+00 -0.75118359 0.21374824 63.33046
## 3023 15 -1.095384e+00 -0.75118359 0.21374824 45.49446
## 3024 15 -3.056524e-01 -0.75118359 0.21374824 46.93996
## 3025 15 -3.510781e+00 -0.16170537 0.21374824 51.54423
## 3026 15 -2.530522e+00 -0.16170537 0.21374824 52.30740
## 3027 15 -1.622140e+00 -0.16170537 0.21374824 56.21378
## 3028 15 3.189038e+00 -0.16170537 0.21374824 41.38336
## 3029 15 6.163659e+00 -0.16170537 0.21374824 53.70641
## 3030 15 8.231539e+00 -0.16170537 0.21374824 53.37176
## 3031 15 1.368212e+00 -0.16170537 0.21374824 56.78301
## 3032 15 1.090938e-03 -0.16170537 0.21374824 52.31899
## 3033 15 1.441070e+00 -0.16170537 0.21374824 49.72579
## 3034 15 5.868793e-01 -0.16170537 0.21374824 51.15615
## 3035 15 -5.607925e+00 -0.16170537 0.21374824 48.34788
## 3036 15 -5.331565e+00 -0.16170537 0.21374824 52.67444
## 3037 15 -5.493749e+00 -0.16170537 0.21374824 45.59202
## 3038 15 -6.961809e+00 -0.16170537 0.21374824 51.08903
## 3039 15 -4.469432e-02 -0.16170537 0.21374824 52.43615
## 3040 15 -2.520649e+00 -0.16170537 0.21374824 48.49023
## random_effects achievement
## 1 4.17822454 62.06603
## 2 4.17822454 54.04664
## 3 4.17822454 51.20798
## 4 4.17822454 53.14422
## 5 4.17822454 50.74765
## 6 4.17822454 53.66264
## 7 4.17822454 64.10855
## 8 4.17822454 49.84347
## 9 4.17822454 54.01402
## 10 4.17822454 64.90370
## 11 4.17822454 51.99777
## 12 4.17822454 40.69037
## 13 4.17822454 66.37815
## 14 4.17822454 57.66464
## 15 4.17822454 48.12572
## 16 4.17822454 59.86564
## 17 4.17822454 42.70748
## 18 4.17822454 56.81905
## 19 1.69985679 61.71987
## 20 1.69985679 51.45510
## 21 1.69985679 55.07943
## 22 1.69985679 56.60111
## 23 1.69985679 46.61769
## 24 1.69985679 37.12614
## 25 1.69985679 45.78612
## 26 1.69985679 53.20078
## 27 1.69985679 41.38241
## 28 1.69985679 48.87495
## 29 1.69985679 62.82689
## 30 1.69985679 49.73401
## 31 1.69985679 54.27675
## 32 1.69985679 45.24282
## 33 1.69985679 52.68227
## 34 1.69985679 43.11374
## 35 1.69985679 58.19993
## 36 1.69985679 45.25890
## 37 1.69985679 40.27439
## 38 1.69985679 47.72029
## 39 1.69985679 45.62595
## 40 1.69985679 76.30075
## 41 1.69985679 51.86420
## 42 -1.00066190 47.69044
## 43 -1.00066190 53.41427
## 44 -1.00066190 62.58125
## 45 -1.00066190 62.94530
## 46 -1.00066190 46.46493
## 47 -1.00066190 53.31616
## 48 -1.00066190 45.32297
## 49 -1.00066190 56.48073
## 50 -1.00066190 48.31194
## 51 -1.00066190 58.87969
## 52 -1.00066190 52.36259
## 53 -1.00066190 54.07215
## 54 -1.00066190 43.21792
## 55 -1.00066190 45.83117
## 56 -1.00066190 46.21658
## 57 -1.00066190 62.59610
## 58 -1.00066190 34.45492
## 59 -1.00066190 40.63495
## 60 -1.00066190 44.15159
## 61 -1.00066190 42.82850
## 62 -1.00066190 47.58451
## 63 -1.00066190 39.23462
## 64 -1.00066190 52.11797
## 65 -1.00066190 39.16247
## 66 -1.00066190 49.27074
## 67 0.95134247 54.54662
## 68 0.95134247 49.62444
## 69 0.95134247 54.45857
## 70 0.95134247 48.28355
## 71 0.95134247 50.78848
## 72 0.95134247 46.87420
## 73 0.95134247 44.90092
## 74 0.95134247 52.70580
## 75 0.95134247 48.69274
## 76 0.95134247 55.19257
## 77 0.95134247 46.27251
## 78 0.95134247 45.52712
## 79 0.95134247 43.04723
## 80 0.95134247 55.48810
## 81 0.95134247 66.00862
## 82 0.95134247 52.27903
## 83 0.95134247 60.83900
## 84 0.95134247 38.03705
## 85 0.95134247 42.73639
## 86 0.95134247 62.72206
## 87 3.34967426 53.09100
## 88 3.34967426 49.44356
## 89 3.34967426 52.20287
## 90 3.34967426 59.66289
## 91 3.34967426 62.83908
## 92 3.34967426 27.70985
## 93 3.34967426 50.83871
## 94 3.34967426 59.68227
## 95 3.34967426 52.99510
## 96 3.34967426 68.64561
## 97 3.34967426 66.45503
## 98 3.34967426 47.99037
## 99 3.34967426 51.81112
## 100 3.34967426 54.24401
## 101 3.34967426 61.33484
## 102 3.34967426 64.88193
## 103 3.34967426 53.64930
## 104 3.34967426 40.28147
## 105 3.34967426 52.42468
## 106 3.34967426 53.95584
## 107 3.34967426 60.22892
## 108 3.34967426 50.81889
## 109 3.34967426 64.29332
## 110 3.34967426 83.20676
## 111 0.06410816 47.23722
## 112 0.06410816 46.06386
## 113 0.06410816 54.75498
## 114 0.06410816 58.40975
## 115 0.06410816 50.26559
## 116 0.06410816 41.16446
## 117 0.06410816 53.48924
## 118 0.06410816 64.47489
## 119 0.06410816 48.21962
## 120 0.06410816 48.94347
## 121 0.06410816 40.78359
## 122 0.06410816 43.39764
## 123 0.06410816 47.41613
## 124 0.06410816 56.50894
## 125 0.06410816 55.05544
## 126 0.06410816 63.72331
## 127 0.06410816 52.54061
## 128 0.06410816 48.65569
## 129 0.06410816 48.69361
## 130 0.06410816 48.65624
## 131 0.06410816 48.37707
## 132 0.06410816 40.71549
## 133 0.06410816 63.66505
## 134 0.06410816 59.66664
## 135 0.06410816 48.95108
## 136 2.93447951 64.56066
## 137 2.93447951 39.61487
## 138 2.93447951 59.91333
## 139 2.93447951 67.47374
## 140 2.93447951 48.87620
## 141 2.93447951 53.23001
## 142 2.93447951 54.06649
## 143 2.93447951 42.79795
## 144 2.93447951 52.91709
## 145 2.93447951 63.57456
## 146 2.93447951 54.10669
## 147 2.93447951 54.38832
## 148 2.93447951 47.87579
## 149 2.93447951 42.93461
## 150 2.93447951 44.11907
## 151 2.93447951 69.05961
## 152 2.93447951 54.00186
## 153 5.94963071 54.03660
## 154 5.94963071 65.52591
## 155 5.94963071 50.96672
## 156 5.94963071 64.44893
## 157 5.94963071 73.99479
## 158 5.94963071 51.42881
## 159 5.94963071 66.95843
## 160 5.94963071 50.97798
## 161 5.94963071 42.19568
## 162 5.94963071 34.86188
## 163 5.94963071 34.53616
## 164 5.94963071 63.03390
## 165 5.94963071 79.87108
## 166 5.94963071 60.35023
## 167 5.94963071 49.84778
## 168 5.94963071 54.25802
## 169 5.94963071 32.87714
## 170 5.94963071 45.75193
## 171 5.94963071 49.33496
## 172 5.94963071 50.53976
## 173 5.94963071 70.83596
## 174 5.94963071 59.03094
## 175 5.94963071 47.93106
## 176 5.94963071 51.88474
## 177 5.94963071 60.83996
## 178 2.81272066 54.87105
## 179 2.81272066 61.85807
## 180 2.81272066 49.40807
## 181 2.81272066 50.27878
## 182 2.81272066 56.06615
## 183 2.81272066 55.95239
## 184 2.81272066 57.45760
## 185 2.81272066 52.51279
## 186 2.81272066 54.56027
## 187 2.81272066 66.88140
## 188 2.81272066 41.96139
## 189 2.81272066 62.99493
## 190 2.81272066 47.25586
## 191 2.81272066 61.35256
## 192 2.81272066 54.33764
## 193 2.81272066 46.10926
## 194 2.81272066 56.00369
## 195 2.81272066 50.74749
## 196 2.81272066 52.76128
## 197 2.81272066 59.57177
## 198 2.81272066 57.40272
## 199 2.81272066 63.30263
## 200 2.81272066 44.00075
## 201 -0.37667894 62.49396
## 202 -0.37667894 65.86521
## 203 -0.37667894 49.78515
## 204 -0.37667894 47.16957
## 205 -0.37667894 44.62566
## 206 -0.37667894 58.74285
## 207 -0.37667894 52.31133
## 208 -0.37667894 35.64544
## 209 -0.37667894 45.41470
## 210 -0.37667894 56.47940
## 211 -0.37667894 49.65246
## 212 -0.37667894 54.86088
## 213 -0.37667894 50.97679
## 214 -0.37667894 49.56827
## 215 -0.37667894 48.14914
## 216 -0.37667894 48.51068
## 217 -0.37667894 45.33240
## 218 -0.37667894 41.30997
## 219 -0.37667894 57.78751
## 220 -0.37667894 47.10069
## 221 0.02270049 48.53109
## 222 0.02270049 66.18754
## 223 0.02270049 54.12047
## 224 0.02270049 51.47358
## 225 0.02270049 47.39214
## 226 0.02270049 41.78397
## 227 0.02270049 52.81819
## 228 0.02270049 34.19653
## 229 0.02270049 68.61141
## 230 0.02270049 51.67379
## 231 0.02270049 72.16203
## 232 0.02270049 48.13373
## 233 0.02270049 50.43191
## 234 0.02270049 51.89226
## 235 0.02270049 56.03975
## 236 0.02270049 33.05482
## 237 0.02270049 58.53477
## 238 0.02270049 65.43240
## 239 0.31119966 50.13688
## 240 0.31119966 53.75724
## 241 0.31119966 52.92302
## 242 0.31119966 42.54005
## 243 0.31119966 62.28629
## 244 0.31119966 51.84139
## 245 0.31119966 54.20834
## 246 0.31119966 43.82171
## 247 0.31119966 57.50876
## 248 0.31119966 52.35533
## 249 0.31119966 48.37966
## 250 0.31119966 43.90602
## 251 0.31119966 45.24447
## 252 0.31119966 56.49196
## 253 0.31119966 56.73238
## 254 0.31119966 50.17048
## 255 0.31119966 60.86086
## 256 0.31119966 46.28357
## 257 0.31119966 51.02243
## 258 2.05064972 47.09888
## 259 2.05064972 66.56836
## 260 2.05064972 51.75144
## 261 2.05064972 51.59993
## 262 2.05064972 52.12781
## 263 2.05064972 42.77647
## 264 2.05064972 58.65836
## 265 2.05064972 54.91915
## 266 2.05064972 50.50631
## 267 2.05064972 58.65569
## 268 2.05064972 45.79604
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## 3022 -0.53743535 67.00066
## 3023 -0.53743535 43.86164
## 3024 -0.53743535 46.09687
## 3025 0.05204287 48.08549
## 3026 0.05204287 49.82892
## 3027 0.05204287 54.64368
## 3028 0.05204287 44.62444
## 3029 0.05204287 59.92211
## 3030 0.05204287 61.65534
## 3031 0.05204287 58.20327
## 3032 0.05204287 52.37212
## 3033 0.05204287 51.21890
## 3034 0.05204287 51.79507
## 3035 0.05204287 42.79200
## 3036 0.05204287 47.39492
## 3037 0.05204287 40.15032
## 3038 0.05204287 44.17926
## 3039 0.05204287 52.44350
## 3040 0.05204287 46.02162level1_samp <- sample(15:25, size = 150, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom) + (1 | district),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom) + (1 | district),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary',
outcome_level = 3
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## New names:
## New names:
## • `X.Intercept.` -> `X.Intercept....1`
## • `X.Intercept.` -> `X.Intercept....2`## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 -10.118659808 1 1 -1.13328939 1 1
## 2 1 3.584018449 1 0 -1.13328939 2 1
## 3 1 -6.056018705 1 -5 -1.13328939 3 1
## 4 1 -1.416851839 1 -6 -1.13328939 4 1
## 5 1 7.644370441 1 -7 -1.13328939 5 1
## 6 1 -2.512360529 1 1 -1.13328939 6 1
## 7 1 -5.688290645 1 0 -1.13328939 7 1
## 8 1 0.136805929 1 2 -1.13328939 8 1
## 9 1 19.159847964 1 4 -1.13328939 9 1
## 10 1 38.485636553 1 7 -1.13328939 10 1
## 11 1 -28.826077332 1 5 -1.13328939 11 1
## 12 1 -25.326011176 1 1 -1.13328939 12 1
## 13 1 -27.156647977 1 -6 -1.13328939 13 1
## 14 1 40.543971839 1 -3 -1.13328939 14 1
## 15 1 -15.722574881 1 -7 -1.13328939 15 1
## 16 1 -2.121864231 1 5 -1.13328939 16 1
## 17 1 -44.307367466 1 2 -1.13328939 17 1
## 18 1 0.643725179 1 -1 -1.13328939 18 1
## 19 1 -18.120433006 1 7 -1.13328939 19 1
## 20 1 11.057736926 1 0 -1.13328939 20 1
## 21 1 -16.920798214 1 1 -1.13328939 21 1
## 22 1 -8.184220835 1 -7 -1.13328939 22 1
## 23 1 -1.854726732 1 -5 -1.13328939 23 1
## 24 1 -6.430725810 1 -5 6.46423814 1 2
## 25 1 4.184201085 1 5 6.46423814 2 2
## 26 1 -10.424987920 1 7 6.46423814 3 2
## 27 1 19.354048178 1 -5 6.46423814 4 2
## 28 1 -10.469000034 1 1 6.46423814 5 2
## 29 1 -39.862801051 1 -2 6.46423814 6 2
## 30 1 -9.999846167 1 -6 6.46423814 7 2
## 31 1 3.119261486 1 -2 6.46423814 8 2
## 32 1 -27.868098537 1 1 6.46423814 9 2
## 33 1 -4.607530402 1 -5 6.46423814 10 2
## 34 1 -14.708465954 1 -5 6.46423814 11 2
## 35 1 1.749798715 1 -3 6.46423814 12 2
## 36 1 -31.220795142 1 -6 6.46423814 13 2
## 37 1 20.613399968 1 -5 6.46423814 14 2
## 38 1 14.349565387 1 6 6.46423814 15 2
## 39 1 -14.881151200 1 5 6.46423814 16 2
## 40 1 -2.200500422 1 3 6.46423814 17 2
## 41 1 -0.708652702 1 3 6.46423814 18 2
## 42 1 -23.398101432 1 7 6.46423814 19 2
## 43 1 17.014481645 1 2 6.46423814 20 2
## 44 1 -32.761995476 1 -2 6.46423814 21 2
## 45 1 -34.764598155 1 7 6.46423814 22 2
## 46 1 38.485789055 1 -1 6.46423814 23 2
## 47 1 -13.382290479 1 3 6.46423814 24 2
## 48 1 10.826601103 1 -4 -7.13301255 1 3
## 49 1 -33.065376516 1 6 -7.13301255 2 3
## 50 1 31.078883456 1 -6 -7.13301255 3 3
## 51 1 -35.440232611 1 -3 -7.13301255 4 3
## 52 1 -7.972443013 1 -5 -7.13301255 5 3
## 53 1 15.085889698 1 7 -7.13301255 6 3
## 54 1 2.244918500 1 -5 -7.13301255 7 3
## 55 1 -25.443551818 1 -2 -7.13301255 8 3
## 56 1 0.197799987 1 -2 -7.13301255 9 3
## 57 1 -4.087156424 1 -5 -7.13301255 10 3
## 58 1 31.383683073 1 -4 -7.13301255 11 3
## 59 1 -24.976190512 1 -7 -7.13301255 12 3
## 60 1 -25.243236099 1 6 -7.13301255 13 3
## 61 1 0.651841890 1 -4 -7.13301255 14 3
## 62 1 22.264724573 1 0 -7.13301255 15 3
## 63 1 1.151937033 1 2 -7.13301255 16 3
## 64 1 -14.670283813 1 2 -7.13301255 17 3
## 65 1 1.474992954 1 0 -2.58569076 1 4
## 66 1 0.722851013 1 6 -2.58569076 2 4
## 67 1 19.660838963 1 6 -2.58569076 3 4
## 68 1 -13.503235390 1 -5 -2.58569076 4 4
## 69 1 -11.885859585 1 1 -2.58569076 5 4
## 70 1 18.586627983 1 4 -2.58569076 6 4
## 71 1 -0.859957339 1 4 -2.58569076 7 4
## 72 1 1.658942117 1 -2 -2.58569076 8 4
## 73 1 -10.133946333 1 3 -2.58569076 9 4
## 74 1 -37.640739807 1 -2 -2.58569076 10 4
## 75 1 24.400163161 1 -5 -2.58569076 11 4
## 76 1 -7.937988448 1 -1 -2.58569076 12 4
## 77 1 -8.647984370 1 6 -2.58569076 13 4
## 78 1 -14.565650276 1 1 -2.58569076 14 4
## 79 1 -23.327049653 1 -4 -2.58569076 15 4
## 80 1 -8.446171770 1 -5 -2.58569076 16 4
## 81 1 15.573063240 1 -2 -2.58569076 17 4
## 82 1 11.596163494 1 5 -2.58569076 18 4
## 83 1 -21.675499647 1 0 -2.58569076 19 4
## 84 1 12.685672146 1 -1 -2.58569076 20 4
## 85 1 12.414829895 1 -4 -2.58569076 21 4
## 86 1 -10.615276373 1 3 -2.58569076 22 4
## 87 1 21.786182693 1 7 -2.58569076 23 4
## 88 1 -25.771370207 1 -3 6.95009702 1 5
## 89 1 0.841057643 1 -6 6.95009702 2 5
## 90 1 11.388769983 1 2 6.95009702 3 5
## 91 1 0.072692221 1 -3 6.95009702 4 5
## 92 1 -3.704568856 1 -3 6.95009702 5 5
## 93 1 2.227648459 1 -1 6.95009702 6 5
## 94 1 26.406389695 1 -1 6.95009702 7 5
## 95 1 -23.043282512 1 1 6.95009702 8 5
## 96 1 0.400430849 1 5 6.95009702 9 5
## 97 1 -28.814682822 1 0 6.95009702 10 5
## 98 1 -6.556798478 1 5 6.95009702 11 5
## 99 1 18.364149413 1 7 6.95009702 12 5
## 100 1 -18.158205760 1 2 6.95009702 13 5
## 101 1 0.167754900 1 -4 6.95009702 14 5
## 102 1 11.105047827 1 -1 6.95009702 15 5
## 103 1 2.923415322 1 1 -1.15337924 1 6
## 104 1 3.125585451 1 0 -1.15337924 2 6
## 105 1 -40.867939678 1 2 -1.15337924 3 6
## 106 1 -24.702133373 1 3 -1.15337924 4 6
## 107 1 -11.690850350 1 5 -1.15337924 5 6
## 108 1 10.228139684 1 -7 -1.15337924 6 6
## 109 1 -17.769529388 1 0 -1.15337924 7 6
## 110 1 24.896561774 1 2 -1.15337924 8 6
## 111 1 41.802987376 1 -3 -1.15337924 9 6
## 112 1 5.230290689 1 -5 -1.15337924 10 6
## 113 1 -6.304291344 1 -1 -1.15337924 11 6
## 114 1 -23.911152781 1 1 -1.15337924 12 6
## 115 1 -1.437767439 1 3 -1.15337924 13 6
## 116 1 -5.945758513 1 4 -1.15337924 14 6
## 117 1 7.744649363 1 -1 -1.15337924 15 6
## 118 1 -19.568882971 1 -6 -1.15337924 16 6
## 119 1 7.610928954 1 -2 -1.15337924 17 6
## 120 1 -30.692974617 1 2 -1.15337924 18 6
## 121 1 0.283496438 1 -6 -1.15337924 19 6
## 122 1 -10.690049458 1 -2 -1.15337924 20 6
## 123 1 -21.851262935 1 0 -1.15337924 21 6
## 124 1 40.004161264 1 7 -1.15337924 22 6
## 125 1 -20.918515334 1 -1 -1.15337924 23 6
## 126 1 -27.703595598 1 7 -0.43679310 1 7
## 127 1 -1.109530066 1 4 -0.43679310 2 7
## 128 1 -43.505867103 1 -7 -0.43679310 3 7
## 129 1 -12.140199932 1 2 -0.43679310 4 7
## 130 1 -14.044860857 1 -7 -0.43679310 5 7
## 131 1 -21.451815290 1 3 -0.43679310 6 7
## 132 1 19.507333155 1 7 -0.43679310 7 7
## 133 1 -9.651123654 1 1 -0.43679310 8 7
## 134 1 36.783150442 1 2 -0.43679310 9 7
## 135 1 -11.959332276 1 2 -0.43679310 10 7
## 136 1 15.040686382 1 5 -0.43679310 11 7
## 137 1 -25.394245328 1 -7 -0.43679310 12 7
## 138 1 -10.221855825 1 -7 -0.43679310 13 7
## 139 1 6.512844096 1 4 -0.43679310 14 7
## 140 1 -10.345267202 1 -6 -0.43679310 15 7
## 141 1 -12.489602624 1 6 -0.43679310 16 7
## 142 1 -20.217393935 1 6 -0.43679310 17 7
## 143 1 -24.985196615 1 -5 -0.43679310 18 7
## 144 1 1.305778539 1 2 -0.43679310 19 7
## 145 1 -6.062268123 1 6 -0.43679310 20 7
## 146 1 3.344006358 1 -6 -0.43679310 21 7
## 147 1 24.869810296 1 -5 -0.43679310 22 7
## 148 1 9.573755966 1 7 -0.43679310 23 7
## 149 1 9.628355524 1 2 -0.43679310 24 7
## 150 1 16.118802730 1 5 -0.43679310 25 7
## 151 1 2.678895062 1 2 -0.15369156 1 8
## 152 1 -12.498443245 1 -2 -0.15369156 2 8
## 153 1 11.656614715 1 -2 -0.15369156 3 8
## 154 1 1.467075655 1 5 -0.15369156 4 8
## 155 1 -16.387446647 1 0 -0.15369156 5 8
## 156 1 13.221806150 1 2 -0.15369156 6 8
## 157 1 8.495078968 1 2 -0.15369156 7 8
## 158 1 -22.821364326 1 -6 -0.15369156 8 8
## 159 1 4.483888479 1 -3 -0.15369156 9 8
## 160 1 9.549444104 1 2 -0.15369156 10 8
## 161 1 3.394081447 1 7 -0.15369156 11 8
## 162 1 4.610703713 1 -5 -0.15369156 12 8
## 163 1 -20.337581819 1 3 -0.15369156 13 8
## 164 1 1.302189073 1 -3 -0.15369156 14 8
## 165 1 -19.350023054 1 -7 -0.15369156 15 8
## 166 1 -9.991922356 1 1 1.93260569 1 9
## 167 1 0.927397880 1 -5 1.93260569 2 9
## 168 1 18.983817173 1 -6 1.93260569 3 9
## 169 1 25.411804368 1 0 1.93260569 4 9
## 170 1 -13.123198558 1 7 1.93260569 5 9
## 171 1 8.471183103 1 5 1.93260569 6 9
## 172 1 -4.916658365 1 -1 1.93260569 7 9
## 173 1 -38.716297209 1 -6 1.93260569 8 9
## 174 1 5.024582282 1 4 1.93260569 9 9
## 175 1 -29.992785383 1 -3 1.93260569 10 9
## 176 1 25.423531010 1 0 1.93260569 11 9
## 177 1 -7.760230716 1 1 1.93260569 12 9
## 178 1 -12.583178470 1 3 1.93260569 13 9
## 179 1 22.038857021 1 -5 1.93260569 14 9
## 180 1 28.396978939 1 2 1.93260569 15 9
## 181 1 -6.643987244 1 0 1.93260569 16 9
## 182 1 20.471468435 1 7 1.93260569 17 9
## 183 1 -35.545189557 1 3 1.93260569 18 9
## 184 1 18.895831455 1 0 1.93260569 19 9
## 185 1 34.809395725 1 -7 -1.02630104 1 10
## 186 1 20.865677082 1 2 -1.02630104 2 10
## 187 1 11.761785101 1 4 -1.02630104 3 10
## 188 1 -2.215845458 1 7 -1.02630104 4 10
## 189 1 -7.961663371 1 -2 -1.02630104 5 10
## 190 1 -10.561587163 1 1 -1.02630104 6 10
## 191 1 -10.174545846 1 4 -1.02630104 7 10
## 192 1 -14.042351225 1 5 -1.02630104 8 10
## 193 1 46.875503985 1 -5 -1.02630104 9 10
## 194 1 11.866470837 1 -7 -1.02630104 10 10
## 195 1 18.711680921 1 1 -1.02630104 11 10
## 196 1 36.673330265 1 6 -1.02630104 12 10
## 197 1 -38.440405571 1 5 -1.02630104 13 10
## 198 1 -13.859688842 1 -1 -1.02630104 14 10
## 199 1 27.636420816 1 -6 -1.02630104 15 10
## 200 1 40.909658269 1 2 -1.02630104 16 10
## 201 1 13.900265777 1 2 -1.02630104 17 10
## 202 1 0.643730665 1 4 -1.02630104 18 10
## 203 1 18.453644171 1 -7 -1.02630104 19 10
## 204 1 -24.362759680 1 2 -1.02630104 20 10
## 205 1 31.168518311 1 -5 -1.02630104 21 10
## 206 1 -37.155589240 1 4 -1.02630104 22 10
## 207 1 -19.773261463 1 5 -1.02630104 23 10
## 208 1 32.635974323 1 2 -1.02630104 24 10
## 209 1 -9.453888935 1 1 -1.02630104 25 10
## 210 1 -9.822989165 1 0 6.52455637 1 11
## 211 1 -32.267464651 1 -7 6.52455637 2 11
## 212 1 -18.903845815 1 -2 6.52455637 3 11
## 213 1 14.837834708 1 0 6.52455637 4 11
## 214 1 24.559919283 1 -1 6.52455637 5 11
## 215 1 -8.208866293 1 -1 6.52455637 6 11
## 216 1 -3.360167630 1 1 6.52455637 7 11
## 217 1 14.852878262 1 1 6.52455637 8 11
## 218 1 21.992979244 1 -1 6.52455637 9 11
## 219 1 0.242657938 1 4 6.52455637 10 11
## 220 1 -22.265945093 1 -1 6.52455637 11 11
## 221 1 -2.077106148 1 2 6.52455637 12 11
## 222 1 -2.625529407 1 -4 6.52455637 13 11
## 223 1 13.531190203 1 -5 6.52455637 14 11
## 224 1 -8.217137431 1 6 6.52455637 15 11
## 225 1 16.292320882 1 -5 6.52455637 16 11
## 226 1 -33.705429849 1 1 -3.71732233 1 12
## 227 1 11.530894617 1 2 -3.71732233 2 12
## 228 1 -5.317156713 1 -4 -3.71732233 3 12
## 229 1 -8.052024003 1 1 -3.71732233 4 12
## 230 1 -6.264654139 1 5 -3.71732233 5 12
## 231 1 -23.957051999 1 0 -3.71732233 6 12
## 232 1 -15.892254103 1 -4 -3.71732233 7 12
## 233 1 -27.361032673 1 6 -3.71732233 8 12
## 234 1 -13.555365213 1 -5 -3.71732233 9 12
## 235 1 -29.117527675 1 -6 -3.71732233 10 12
## 236 1 0.928961013 1 -2 -3.71732233 11 12
## 237 1 -30.873131562 1 0 -3.71732233 12 12
## 238 1 -25.704109044 1 -4 -3.71732233 13 12
## 239 1 -11.037411271 1 6 -3.71732233 14 12
## 240 1 -23.074346694 1 -2 -3.71732233 15 12
## 241 1 -8.652505670 1 -6 -3.71732233 16 12
## 242 1 -23.232926688 1 3 -3.71732233 17 12
## 243 1 -0.009122719 1 4 -3.71732233 18 12
## 244 1 26.016441288 1 5 -3.71732233 19 12
## 245 1 12.550810461 1 -3 -3.71732233 20 12
## 246 1 -5.807445461 1 0 -3.71732233 21 12
## 247 1 35.826384203 1 -7 -3.71732233 22 12
## 248 1 11.895688788 1 6 -3.71732233 23 12
## 249 1 -10.708266206 1 -2 6.04267477 1 13
## 250 1 -2.173832510 1 3 6.04267477 2 13
## 251 1 -25.921290210 1 -5 6.04267477 3 13
## 252 1 -9.104905684 1 -3 6.04267477 4 13
## 253 1 -7.805365358 1 5 6.04267477 5 13
## 254 1 14.320323192 1 5 6.04267477 6 13
## 255 1 -1.675966491 1 4 6.04267477 7 13
## 256 1 18.844123959 1 7 6.04267477 8 13
## 257 1 -24.618990037 1 0 6.04267477 9 13
## 258 1 -25.453798327 1 0 6.04267477 10 13
## 259 1 12.484046656 1 -5 6.04267477 11 13
## 260 1 33.894151467 1 3 6.04267477 12 13
## 261 1 -23.862800594 1 1 6.04267477 13 13
## 262 1 -0.467468033 1 -7 6.04267477 14 13
## 263 1 -27.467722296 1 5 6.04267477 15 13
## 264 1 -17.125022988 1 -2 6.04267477 16 13
## 265 1 9.410520046 1 -7 6.04267477 17 13
## 266 1 -4.499507679 1 0 6.04267477 18 13
## 267 1 -1.250914577 1 -5 0.03291243 1 14
## 268 1 -33.702619714 1 2 0.03291243 2 14
## 269 1 13.364375464 1 1 0.03291243 3 14
## 270 1 -7.624133285 1 5 0.03291243 4 14
## 271 1 19.586625602 1 5 0.03291243 5 14
## 272 1 -39.703727841 1 6 0.03291243 6 14
## 273 1 4.045398653 1 2 0.03291243 7 14
## 274 1 -9.588592433 1 -1 0.03291243 8 14
## 275 1 -24.535697496 1 -3 0.03291243 9 14
## 276 1 -20.908967016 1 -4 0.03291243 10 14
## 277 1 17.744637887 1 -5 0.03291243 11 14
## 278 1 -8.027450132 1 -7 0.03291243 12 14
## 279 1 15.409734050 1 0 0.03291243 13 14
## 280 1 19.045784476 1 2 0.03291243 14 14
## 281 1 15.800339713 1 -3 0.03291243 15 14
## 282 1 -2.425075807 1 -5 0.03291243 16 14
## 283 1 -7.116335252 1 5 0.03291243 17 14
## 284 1 -3.125337527 1 -3 -1.33891241 1 15
## 285 1 26.433559470 1 3 -1.33891241 2 15
## 286 1 6.086800287 1 -5 -1.33891241 3 15
## 287 1 -7.166030920 1 4 -1.33891241 4 15
## 288 1 4.554277132 1 7 -1.33891241 5 15
## 289 1 -7.957384451 1 -7 -1.33891241 6 15
## 290 1 4.075303806 1 -4 -1.33891241 7 15
## 291 1 -14.489606872 1 -4 -1.33891241 8 15
## 292 1 -39.050066017 1 -4 -1.33891241 9 15
## 293 1 39.412176967 1 4 -1.33891241 10 15
## 294 1 -22.696908237 1 -1 -1.33891241 11 15
## 295 1 18.891363479 1 -3 -1.33891241 12 15
## 296 1 -25.240718082 1 0 -1.33891241 13 15
## 297 1 7.318360029 1 1 -1.33891241 14 15
## 298 1 43.426481942 1 7 -1.33891241 15 15
## 299 1 -5.368852092 1 7 -1.33891241 16 15
## 300 1 4.675122966 1 2 -1.33891241 17 15
## 301 1 14.538259192 1 -3 -1.33891241 18 15
## 302 1 -37.635663347 1 -3 -4.92972451 1 16
## 303 1 7.501850120 1 5 -4.92972451 2 16
## 304 1 -4.102940278 1 0 -4.92972451 3 16
## 305 1 -3.986408300 1 2 -4.92972451 4 16
## 306 1 -61.449247918 1 -5 -4.92972451 5 16
## 307 1 -16.646503324 1 -2 -4.92972451 6 16
## 308 1 -11.782110150 1 7 -4.92972451 7 16
## 309 1 1.555032965 1 1 -4.92972451 8 16
## 310 1 33.258003358 1 0 -4.92972451 9 16
## 311 1 -2.310177239 1 5 -4.92972451 10 16
## 312 1 -21.059833447 1 3 -4.92972451 11 16
## 313 1 -35.395151848 1 2 -4.92972451 12 16
## 314 1 -20.068345249 1 7 -4.92972451 13 16
## 315 1 28.954384427 1 2 -4.92972451 14 16
## 316 1 21.236637817 1 5 -4.92972451 15 16
## 317 1 9.077356614 1 5 3.20805619 1 17
## 318 1 -26.721404680 1 -5 3.20805619 2 17
## 319 1 -28.168615256 1 -2 3.20805619 3 17
## 320 1 -28.909525201 1 -3 3.20805619 4 17
## 321 1 -22.444325981 1 -2 3.20805619 5 17
## 322 1 7.359741364 1 7 3.20805619 6 17
## 323 1 24.916339991 1 -3 3.20805619 7 17
## 324 1 -16.976279288 1 6 3.20805619 8 17
## 325 1 28.676597592 1 -6 3.20805619 9 17
## 326 1 33.453409703 1 -4 3.20805619 10 17
## 327 1 -3.819039925 1 -6 3.20805619 11 17
## 328 1 14.502223434 1 5 3.20805619 12 17
## 329 1 11.538473024 1 5 3.20805619 13 17
## 330 1 -25.621010385 1 -7 3.20805619 14 17
## 331 1 23.989164676 1 1 3.20805619 15 17
## 332 1 -34.004063990 1 -4 3.20805619 16 17
## 333 1 -40.503311245 1 3 3.20805619 17 17
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## 1780 1 -1.318545974 1 1 -11.59256393 11 91
## 1781 1 18.504754587 1 7 -11.59256393 12 91
## 1782 1 -43.261221828 1 7 -11.59256393 13 91
## 1783 1 -5.786227528 1 7 -11.59256393 14 91
## 1784 1 28.003900961 1 5 -11.59256393 15 91
## 1785 1 -7.809836153 1 1 -1.95802359 1 92
## 1786 1 6.764150318 1 -3 -1.95802359 2 92
## 1787 1 13.375655344 1 5 -1.95802359 3 92
## 1788 1 -6.502508835 1 -4 -1.95802359 4 92
## 1789 1 3.610027486 1 -5 -1.95802359 5 92
## 1790 1 -38.706440815 1 5 -1.95802359 6 92
## 1791 1 3.322406099 1 -4 -1.95802359 7 92
## 1792 1 13.722757249 1 5 -1.95802359 8 92
## 1793 1 -6.220698184 1 6 -1.95802359 9 92
## 1794 1 51.426945946 1 5 -1.95802359 10 92
## 1795 1 -20.148348724 1 1 -1.95802359 11 92
## 1796 1 9.597898944 1 -1 -1.95802359 12 92
## 1797 1 -15.859078328 1 5 -1.95802359 13 92
## 1798 1 -2.025788229 1 1 -1.95802359 14 92
## 1799 1 5.335450800 1 -6 -1.95802359 15 92
## 1800 1 -10.840621434 1 -1 -1.95802359 16 92
## 1801 1 -9.414098158 1 6 -1.95802359 17 92
## 1802 1 36.758521090 1 0 -6.13585054 1 93
## 1803 1 29.048422337 1 -3 -6.13585054 2 93
## 1804 1 65.556181727 1 -7 -6.13585054 3 93
## 1805 1 -9.157976874 1 4 -6.13585054 4 93
## 1806 1 27.549687370 1 0 -6.13585054 5 93
## 1807 1 -25.926196000 1 4 -6.13585054 6 93
## 1808 1 28.054422216 1 -6 -6.13585054 7 93
## 1809 1 11.401160410 1 0 -6.13585054 8 93
## 1810 1 -12.790613870 1 -6 -6.13585054 9 93
## 1811 1 -26.437555295 1 0 -6.13585054 10 93
## 1812 1 4.864549619 1 5 -6.13585054 11 93
## 1813 1 -46.771098657 1 -7 -6.13585054 12 93
## 1814 1 7.017504749 1 6 -6.13585054 13 93
## 1815 1 -16.478514401 1 6 -6.13585054 14 93
## 1816 1 -40.949318087 1 -4 -6.13585054 15 93
## 1817 1 3.919831156 1 6 -6.13585054 16 93
## 1818 1 -3.480960079 1 -4 -6.13585054 17 93
## 1819 1 1.634623646 1 -5 -6.13585054 18 93
## 1820 1 9.572917699 1 -3 -4.92485727 1 94
## 1821 1 21.412851868 1 -6 -4.92485727 2 94
## 1822 1 -1.626583351 1 6 -4.92485727 3 94
## 1823 1 4.726521670 1 4 -4.92485727 4 94
## 1824 1 -15.427120144 1 -2 -4.92485727 5 94
## 1825 1 -34.192243328 1 -6 -4.92485727 6 94
## 1826 1 -0.920823504 1 -4 -4.92485727 7 94
## 1827 1 -24.986007303 1 4 -4.92485727 8 94
## 1828 1 -14.295068042 1 0 -4.92485727 9 94
## 1829 1 -10.651814167 1 -4 -4.92485727 10 94
## 1830 1 11.497306507 1 -7 -4.92485727 11 94
## 1831 1 -11.369200368 1 1 -4.92485727 12 94
## 1832 1 42.846671783 1 -1 -4.92485727 13 94
## 1833 1 10.845765978 1 7 -4.92485727 14 94
## 1834 1 2.147219699 1 7 -4.92485727 15 94
## 1835 1 24.918796743 1 1 -4.92485727 16 94
## 1836 1 62.979634179 1 -1 -4.92485727 17 94
## 1837 1 -12.006701602 1 2 1.38621175 1 95
## 1838 1 -13.573829784 1 4 1.38621175 2 95
## 1839 1 21.645426238 1 2 1.38621175 3 95
## 1840 1 -19.000594907 1 -3 1.38621175 4 95
## 1841 1 -14.784918667 1 6 1.38621175 5 95
## 1842 1 -7.520617442 1 -3 1.38621175 6 95
## 1843 1 -16.994455981 1 -1 1.38621175 7 95
## 1844 1 6.502954391 1 -2 1.38621175 8 95
## 1845 1 6.444931342 1 6 1.38621175 9 95
## 1846 1 -2.161842921 1 -3 1.38621175 10 95
## 1847 1 3.421854197 1 -2 1.38621175 11 95
## 1848 1 -7.147082331 1 7 1.38621175 12 95
## 1849 1 -1.457354712 1 -1 1.38621175 13 95
## 1850 1 -9.399809911 1 -1 1.38621175 14 95
## 1851 1 22.986711450 1 -5 1.38621175 15 95
## 1852 1 1.624483474 1 -5 1.38621175 16 95
## 1853 1 -23.849473619 1 0 1.38621175 17 95
## 1854 1 -7.387034579 1 -2 1.38621175 18 95
## 1855 1 -29.142196155 1 -5 1.38621175 19 95
## 1856 1 5.812770824 1 2 1.38621175 20 95
## 1857 1 0.694163161 1 4 1.38621175 21 95
## 1858 1 -5.347566790 1 -1 1.38621175 22 95
## 1859 1 -10.518540513 1 1 -0.16086354 1 96
## 1860 1 18.318919562 1 7 -0.16086354 2 96
## 1861 1 -21.972336559 1 -3 -0.16086354 3 96
## 1862 1 -0.975896730 1 -4 -0.16086354 4 96
## 1863 1 -18.013211889 1 -5 -0.16086354 5 96
## 1864 1 -42.393791796 1 6 -0.16086354 6 96
## 1865 1 -3.171559594 1 -5 -0.16086354 7 96
## 1866 1 -5.510861709 1 -4 -0.16086354 8 96
## 1867 1 7.127477915 1 -7 -0.16086354 9 96
## 1868 1 -29.326611399 1 -1 -0.16086354 10 96
## 1869 1 6.401002492 1 -5 -0.16086354 11 96
## 1870 1 -7.551858937 1 -2 -0.16086354 12 96
## 1871 1 -31.119414881 1 -7 -0.16086354 13 96
## 1872 1 8.968498032 1 2 -0.16086354 14 96
## 1873 1 5.940971763 1 5 -0.16086354 15 96
## 1874 1 10.431437674 1 -6 -0.16086354 16 96
## 1875 1 1.944288664 1 1 -0.16086354 17 96
## 1876 1 -18.496359442 1 0 -0.16086354 18 96
## 1877 1 32.057356073 1 6 -0.16086354 19 96
## 1878 1 -29.864816571 1 0 -0.16086354 20 96
## 1879 1 2.412629820 1 3 -0.16086354 21 96
## 1880 1 21.253891361 1 4 4.43368842 1 97
## 1881 1 -16.126675343 1 1 4.43368842 2 97
## 1882 1 -20.331333398 1 7 4.43368842 3 97
## 1883 1 -3.353568636 1 5 4.43368842 4 97
## 1884 1 -6.523809969 1 -1 4.43368842 5 97
## 1885 1 -37.101574019 1 -2 4.43368842 6 97
## 1886 1 -28.854386916 1 -7 4.43368842 7 97
## 1887 1 11.961365861 1 -7 4.43368842 8 97
## 1888 1 21.399561418 1 4 4.43368842 9 97
## 1889 1 -2.129721821 1 4 4.43368842 10 97
## 1890 1 -14.203786014 1 -5 4.43368842 11 97
## 1891 1 2.261737331 1 4 4.43368842 12 97
## 1892 1 27.258378776 1 -4 4.43368842 13 97
## 1893 1 -17.879828314 1 0 4.43368842 14 97
## 1894 1 7.137114822 1 2 4.43368842 15 97
## 1895 1 -30.003069814 1 4 4.43368842 16 97
## 1896 1 -8.246163133 1 2 4.43368842 17 97
## 1897 1 -22.034995941 1 -7 4.43368842 18 97
## 1898 1 37.206126385 1 -1 4.43368842 19 97
## 1899 1 -12.286763995 1 3 0.99501242 1 98
## 1900 1 -36.683840263 1 -5 0.99501242 2 98
## 1901 1 -12.273430046 1 4 0.99501242 3 98
## 1902 1 -12.002823071 1 -4 0.99501242 4 98
## 1903 1 6.040305230 1 -3 0.99501242 5 98
## 1904 1 28.316161939 1 -2 0.99501242 6 98
## 1905 1 2.677696124 1 2 0.99501242 7 98
## 1906 1 7.178341264 1 -5 0.99501242 8 98
## 1907 1 2.799485802 1 -3 0.99501242 9 98
## 1908 1 5.952619161 1 1 0.99501242 10 98
## 1909 1 6.233495837 1 -6 0.99501242 11 98
## 1910 1 19.784932697 1 -5 0.99501242 12 98
## 1911 1 36.531845127 1 -7 0.99501242 13 98
## 1912 1 -12.750114429 1 -2 0.99501242 14 98
## 1913 1 4.454101262 1 0 0.99501242 15 98
## 1914 1 -12.963341583 1 2 3.00308215 1 99
## 1915 1 -1.040011154 1 5 3.00308215 2 99
## 1916 1 -33.550410951 1 -1 3.00308215 3 99
## 1917 1 -9.553377680 1 -4 3.00308215 4 99
## 1918 1 -1.046186352 1 -5 3.00308215 5 99
## 1919 1 23.384847358 1 1 3.00308215 6 99
## 1920 1 -4.992585246 1 0 3.00308215 7 99
## 1921 1 16.732648632 1 2 3.00308215 8 99
## 1922 1 -15.849283069 1 3 3.00308215 9 99
## 1923 1 -18.150210128 1 4 3.00308215 10 99
## 1924 1 8.992914743 1 -6 3.00308215 11 99
## 1925 1 15.908488275 1 -3 3.00308215 12 99
## 1926 1 13.623930022 1 4 3.00308215 13 99
## 1927 1 27.986058455 1 -6 3.00308215 14 99
## 1928 1 13.743943310 1 -7 3.00308215 15 99
## 1929 1 -45.590284267 1 -2 3.00308215 16 99
## 1930 1 -12.909438992 1 -6 3.00308215 17 99
## 1931 1 -2.298279674 1 5 3.00308215 18 99
## 1932 1 31.710742651 1 -4 3.00308215 19 99
## 1933 1 9.339707467 1 1 3.00308215 20 99
## 1934 1 17.127604570 1 6 3.00308215 21 99
## 1935 1 -47.886332322 1 -7 3.00308215 22 99
## 1936 1 -29.627085226 1 -7 3.00308215 23 99
## 1937 1 3.820886705 1 1 3.00308215 24 99
## 1938 1 -33.480435271 1 7 3.00308215 25 99
## 1939 1 17.262384684 1 -6 -3.11458322 1 100
## 1940 1 5.107999576 1 1 -3.11458322 2 100
## 1941 1 15.927620819 1 6 -3.11458322 3 100
## 1942 1 12.744136011 1 -7 -3.11458322 4 100
## 1943 1 26.019865401 1 3 -3.11458322 5 100
## 1944 1 -18.553707607 1 -5 -3.11458322 6 100
## 1945 1 4.522607933 1 -7 -3.11458322 7 100
## 1946 1 10.564623555 1 4 -3.11458322 8 100
## 1947 1 -16.725605104 1 -2 -3.11458322 9 100
## 1948 1 11.998251564 1 1 -3.11458322 10 100
## 1949 1 -18.181705330 1 0 -3.11458322 11 100
## 1950 1 18.936280013 1 -6 -3.11458322 12 100
## 1951 1 9.788007336 1 -5 -3.11458322 13 100
## 1952 1 15.118806320 1 5 -3.11458322 14 100
## 1953 1 3.407560392 1 5 -3.11458322 15 100
## 1954 1 0.982816856 1 4 -3.11458322 16 100
## 1955 1 -0.808998995 1 -7 -3.11458322 17 100
## 1956 1 7.540530599 1 -7 -3.11458322 18 100
## 1957 1 -37.194961208 1 5 -3.11458322 19 100
## 1958 1 48.167804430 1 -3 -3.11458322 20 100
## 1959 1 24.967996987 1 -7 5.08555023 1 101
## 1960 1 35.522107082 1 -7 5.08555023 2 101
## 1961 1 -4.034394952 1 5 5.08555023 3 101
## 1962 1 17.257742929 1 -3 5.08555023 4 101
## 1963 1 -3.426709378 1 -3 5.08555023 5 101
## 1964 1 -15.236453535 1 7 5.08555023 6 101
## 1965 1 -27.315567675 1 0 5.08555023 7 101
## 1966 1 -1.158682213 1 -6 5.08555023 8 101
## 1967 1 -27.875229445 1 6 5.08555023 9 101
## 1968 1 -0.491874335 1 -2 5.08555023 10 101
## 1969 1 19.967893702 1 4 5.08555023 11 101
## 1970 1 3.849767742 1 5 5.08555023 12 101
## 1971 1 10.075880578 1 7 5.08555023 13 101
## 1972 1 0.738340258 1 -3 5.08555023 14 101
## 1973 1 -3.363580395 1 0 5.08555023 15 101
## 1974 1 20.222957909 1 -6 5.08555023 16 101
## 1975 1 -19.596444226 1 4 5.08555023 17 101
## 1976 1 -1.366645407 1 -3 5.08555023 18 101
## 1977 1 19.875740526 1 2 0.63964281 1 102
## 1978 1 -28.368329777 1 7 0.63964281 2 102
## 1979 1 1.065040501 1 3 0.63964281 3 102
## 1980 1 -0.888434595 1 -1 0.63964281 4 102
## 1981 1 25.491951858 1 -7 0.63964281 5 102
## 1982 1 22.438727283 1 -3 0.63964281 6 102
## 1983 1 31.415607111 1 2 0.63964281 7 102
## 1984 1 -21.518353815 1 2 0.63964281 8 102
## 1985 1 -8.906514529 1 7 0.63964281 9 102
## 1986 1 3.641153465 1 0 0.63964281 10 102
## 1987 1 -35.208440689 1 0 0.63964281 11 102
## 1988 1 36.022027805 1 -3 0.63964281 12 102
## 1989 1 18.210122911 1 5 0.63964281 13 102
## 1990 1 6.958528888 1 -5 0.63964281 14 102
## 1991 1 4.743873236 1 -5 0.63964281 15 102
## 1992 1 -5.908212774 1 -1 0.63964281 16 102
## 1993 1 -8.194145849 1 5 0.63964281 17 102
## 1994 1 -8.288559365 1 3 0.63964281 18 102
## 1995 1 34.404176422 1 -5 0.63964281 19 102
## 1996 1 -20.094856906 1 -1 0.63964281 20 102
## 1997 1 -8.806657290 1 6 0.63964281 21 102
## 1998 1 8.227603226 1 -5 0.63964281 22 102
## 1999 1 20.794421083 1 5 0.63964281 23 102
## 2000 1 22.629327652 1 0 0.63964281 24 102
## 2001 1 5.789320893 1 -1 0.63964281 25 102
## 2002 1 -26.613954446 1 -4 4.75936202 1 103
## 2003 1 42.865325501 1 -6 4.75936202 2 103
## 2004 1 -17.314262532 1 5 4.75936202 3 103
## 2005 1 6.081082939 1 -7 4.75936202 4 103
## 2006 1 20.665485411 1 5 4.75936202 5 103
## 2007 1 -45.645140926 1 3 4.75936202 6 103
## 2008 1 3.991057444 1 -4 4.75936202 7 103
## 2009 1 -14.794848652 1 -6 4.75936202 8 103
## 2010 1 -6.830701710 1 2 4.75936202 9 103
## 2011 1 6.782491794 1 2 4.75936202 10 103
## 2012 1 28.815018145 1 -4 4.75936202 11 103
## 2013 1 -20.777889086 1 2 4.75936202 12 103
## 2014 1 -39.920919332 1 5 4.75936202 13 103
## 2015 1 -19.995575511 1 -5 4.75936202 14 103
## 2016 1 -28.000827060 1 3 4.75936202 15 103
## 2017 1 3.800392891 1 1 4.75936202 16 103
## 2018 1 40.229001317 1 2 -7.11827521 1 104
## 2019 1 33.231074760 1 -4 -7.11827521 2 104
## 2020 1 -63.116645703 1 -6 -7.11827521 3 104
## 2021 1 3.920912033 1 6 -7.11827521 4 104
## 2022 1 12.546973277 1 -1 -7.11827521 5 104
## 2023 1 22.429890200 1 0 -7.11827521 6 104
## 2024 1 -22.270652868 1 1 -7.11827521 7 104
## 2025 1 -0.272015020 1 -1 -7.11827521 8 104
## 2026 1 -28.252241667 1 3 -7.11827521 9 104
## 2027 1 -59.710796056 1 4 -7.11827521 10 104
## 2028 1 -15.386959732 1 5 -7.11827521 11 104
## 2029 1 -4.917488191 1 6 -7.11827521 12 104
## 2030 1 21.046685888 1 -2 -7.11827521 13 104
## 2031 1 18.027801845 1 -3 -7.11827521 14 104
## 2032 1 -11.543519641 1 0 -7.11827521 15 104
## 2033 1 -10.529424083 1 3 -7.11827521 16 104
## 2034 1 -2.771222035 1 -5 -7.11827521 17 104
## 2035 1 -39.549113163 1 5 -7.11827521 18 104
## 2036 1 14.689460556 1 2 -7.11827521 19 104
## 2037 1 -32.123857335 1 -4 -7.11827521 20 104
## 2038 1 -24.550940119 1 7 -7.11827521 21 104
## 2039 1 1.273197475 1 5 -7.11827521 22 104
## 2040 1 -6.591116993 1 4 -7.11827521 23 104
## 2041 1 -30.770265454 1 -4 -7.11827521 24 104
## 2042 1 4.826769367 1 -3 4.37587951 1 105
## 2043 1 26.577257357 1 -2 4.37587951 2 105
## 2044 1 42.396385446 1 6 4.37587951 3 105
## 2045 1 25.452769271 1 0 4.37587951 4 105
## 2046 1 9.543212535 1 3 4.37587951 5 105
## 2047 1 27.489972714 1 7 4.37587951 6 105
## 2048 1 24.041787042 1 7 4.37587951 7 105
## 2049 1 9.943388855 1 4 4.37587951 8 105
## 2050 1 14.689448769 1 0 4.37587951 9 105
## 2051 1 21.217578150 1 -2 4.37587951 10 105
## 2052 1 8.993278781 1 6 4.37587951 11 105
## 2053 1 7.734649554 1 -1 4.37587951 12 105
## 2054 1 -11.788002324 1 -3 4.37587951 13 105
## 2055 1 -31.278319602 1 6 4.37587951 14 105
## 2056 1 -11.385652078 1 -7 4.37587951 15 105
## 2057 1 -8.372993076 1 2 4.37587951 16 105
## 2058 1 4.326475981 1 -4 4.37587951 17 105
## 2059 1 -20.471738840 1 -7 4.37587951 18 105
## 2060 1 -5.673867196 1 0 4.37587951 19 105
## 2061 1 -40.426394221 1 3 4.37587951 20 105
## 2062 1 1.985044211 1 2 4.37587951 21 105
## 2063 1 -3.373570301 1 -2 -6.71906420 1 106
## 2064 1 17.356194404 1 -7 -6.71906420 2 106
## 2065 1 0.667367416 1 -3 -6.71906420 3 106
## 2066 1 11.951735933 1 2 -6.71906420 4 106
## 2067 1 16.393186480 1 7 -6.71906420 5 106
## 2068 1 -9.988637277 1 -6 -6.71906420 6 106
## 2069 1 21.882696845 1 -3 -6.71906420 7 106
## 2070 1 23.217486568 1 -6 -6.71906420 8 106
## 2071 1 44.923020253 1 4 -6.71906420 9 106
## 2072 1 19.711917637 1 -1 -6.71906420 10 106
## 2073 1 49.401755880 1 -7 -6.71906420 11 106
## 2074 1 -12.487583347 1 -6 -6.71906420 12 106
## 2075 1 -10.235376505 1 4 -6.71906420 13 106
## 2076 1 40.821798712 1 7 -6.71906420 14 106
## 2077 1 12.242654733 1 7 -6.71906420 15 106
## 2078 1 -32.780618820 1 2 -6.71906420 16 106
## 2079 1 -4.444005678 1 -7 -6.71906420 17 106
## 2080 1 -17.050606573 1 5 -6.71906420 18 106
## 2081 1 23.503640679 1 0 -6.71906420 19 106
## 2082 1 16.590472832 1 -4 -6.71906420 20 106
## 2083 1 -2.164588223 1 -7 -6.71906420 21 106
## 2084 1 -27.749437156 1 0 7.45043124 1 107
## 2085 1 -22.675747854 1 -3 7.45043124 2 107
## 2086 1 16.636113009 1 -4 7.45043124 3 107
## 2087 1 4.272386973 1 1 7.45043124 4 107
## 2088 1 -15.483771613 1 0 7.45043124 5 107
## 2089 1 -36.020001765 1 5 7.45043124 6 107
## 2090 1 -21.791783510 1 -5 7.45043124 7 107
## 2091 1 -22.269549908 1 4 7.45043124 8 107
## 2092 1 -15.286362894 1 -7 7.45043124 9 107
## 2093 1 7.971962358 1 3 7.45043124 10 107
## 2094 1 4.459453472 1 2 7.45043124 11 107
## 2095 1 -21.216300476 1 0 7.45043124 12 107
## 2096 1 -14.425674877 1 -6 7.45043124 13 107
## 2097 1 -20.531126501 1 4 7.45043124 14 107
## 2098 1 9.915149748 1 -2 7.45043124 15 107
## 2099 1 -4.976214625 1 3 7.45043124 16 107
## 2100 1 -5.668747857 1 5 7.45043124 17 107
## 2101 1 9.977655339 1 -6 7.45043124 18 107
## 2102 1 2.925139517 1 2 7.45043124 19 107
## 2103 1 -2.907371498 1 6 7.45043124 20 107
## 2104 1 -21.232705591 1 2 6.39367423 1 108
## 2105 1 -0.408635237 1 -5 6.39367423 2 108
## 2106 1 -7.586405000 1 -1 6.39367423 3 108
## 2107 1 4.303526316 1 -1 6.39367423 4 108
## 2108 1 -3.543618263 1 -6 6.39367423 5 108
## 2109 1 -27.298924979 1 -5 6.39367423 6 108
## 2110 1 -2.947826821 1 0 6.39367423 7 108
## 2111 1 1.817064859 1 7 6.39367423 8 108
## 2112 1 12.766611328 1 -6 6.39367423 9 108
## 2113 1 -7.385775058 1 3 6.39367423 10 108
## 2114 1 1.655596683 1 4 6.39367423 11 108
## 2115 1 -17.883893711 1 6 6.39367423 12 108
## 2116 1 -70.917720399 1 3 6.39367423 13 108
## 2117 1 -21.358469956 1 -3 6.39367423 14 108
## 2118 1 -9.868335271 1 -5 6.39367423 15 108
## 2119 1 -19.036386712 1 6 6.39367423 16 108
## 2120 1 -17.313289331 1 -7 6.39367423 17 108
## 2121 1 5.352059923 1 -1 6.39367423 18 108
## 2122 1 -37.529987028 1 2 8.34494558 1 109
## 2123 1 6.636941596 1 -1 8.34494558 2 109
## 2124 1 -2.272479640 1 -7 8.34494558 3 109
## 2125 1 -12.878474457 1 -4 8.34494558 4 109
## 2126 1 -16.344801787 1 -1 8.34494558 5 109
## 2127 1 2.172684296 1 6 8.34494558 6 109
## 2128 1 8.806197059 1 1 8.34494558 7 109
## 2129 1 8.502945794 1 0 8.34494558 8 109
## 2130 1 -5.730947114 1 -4 8.34494558 9 109
## 2131 1 -29.422459299 1 -3 8.34494558 10 109
## 2132 1 8.513744362 1 -7 8.34494558 11 109
## 2133 1 44.347578753 1 -4 8.34494558 12 109
## 2134 1 4.206569128 1 -2 8.34494558 13 109
## 2135 1 -9.089769720 1 -5 8.34494558 14 109
## 2136 1 -30.765749029 1 -4 8.34494558 15 109
## 2137 1 -23.641912265 1 4 8.34494558 16 109
## 2138 1 20.919042606 1 0 8.34494558 17 109
## 2139 1 19.847715922 1 -3 8.34494558 18 109
## 2140 1 -21.572708698 1 -4 8.34494558 19 109
## 2141 1 -10.943246174 1 5 8.34494558 20 109
## 2142 1 5.004630042 1 7 8.34494558 21 109
## 2143 1 -49.207031254 1 -6 8.34494558 22 109
## 2144 1 -28.120877263 1 -1 8.34494558 23 109
## 2145 1 -1.911980958 1 7 8.34494558 24 109
## 2146 1 -17.615627302 1 3 8.34494558 25 109
## 2147 1 34.882567065 1 -4 0.17942932 1 110
## 2148 1 -5.776720280 1 3 0.17942932 2 110
## 2149 1 35.834402665 1 -2 0.17942932 3 110
## 2150 1 -17.207978974 1 -4 0.17942932 4 110
## 2151 1 16.779716194 1 4 0.17942932 5 110
## 2152 1 -21.082287012 1 -5 0.17942932 6 110
## 2153 1 26.228222895 1 2 0.17942932 7 110
## 2154 1 0.434514063 1 -6 0.17942932 8 110
## 2155 1 12.424447666 1 0 0.17942932 9 110
## 2156 1 -13.411597834 1 1 0.17942932 10 110
## 2157 1 29.094994915 1 -1 0.17942932 11 110
## 2158 1 38.004205568 1 -2 0.17942932 12 110
## 2159 1 25.587897003 1 -3 0.17942932 13 110
## 2160 1 42.751058044 1 0 0.17942932 14 110
## 2161 1 -20.549861154 1 -2 0.17942932 15 110
## 2162 1 -8.859579018 0 -3 1.58611583 1 111
## 2163 1 -9.176623612 0 7 1.58611583 2 111
## 2164 1 -37.659911791 0 7 1.58611583 3 111
## 2165 1 -8.320999828 0 3 1.58611583 4 111
## 2166 1 -37.838647587 0 -5 1.58611583 5 111
## 2167 1 -1.796425484 0 -6 1.58611583 6 111
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## 2176 1 9.008081051 0 3 1.58611583 15 111
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## 2408 1 6.290285565 1 3 4.27639321 13 123
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## 2864 1 -7.922678544 1 0 2.22093182 13 146
## 2865 1 -4.283731095 1 3 2.22093182 14 146
## 2866 1 -2.287701972 1 2 2.22093182 15 146
## 2867 1 11.598580196 1 -6 2.22093182 16 146
## 2868 1 -4.101504538 1 2 2.22093182 17 146
## 2869 1 -1.747498691 1 -2 2.22093182 18 146
## 2870 1 -28.810288493 1 -6 2.22093182 19 146
## 2871 1 18.008233188 1 -1 2.22093182 20 146
## 2872 1 16.650842615 1 -1 2.22093182 21 146
## 2873 1 20.719829858 1 -2 2.22093182 22 146
## 2874 1 0.290566207 1 6 -6.53033944 1 147
## 2875 1 4.674152416 1 -1 -6.53033944 2 147
## 2876 1 -36.696566636 1 7 -6.53033944 3 147
## 2877 1 -19.338674829 1 7 -6.53033944 4 147
## 2878 1 17.388838634 1 1 -6.53033944 5 147
## 2879 1 14.098439504 1 -7 -6.53033944 6 147
## 2880 1 13.075959895 1 6 -6.53033944 7 147
## 2881 1 -15.545281950 1 0 -6.53033944 8 147
## 2882 1 -3.401107042 1 -5 -6.53033944 9 147
## 2883 1 0.701996841 1 -3 -6.53033944 10 147
## 2884 1 10.615907238 1 -1 -6.53033944 11 147
## 2885 1 -7.800102005 1 7 -6.53033944 12 147
## 2886 1 6.748163308 1 4 -6.53033944 13 147
## 2887 1 -31.921913812 1 -6 -6.53033944 14 147
## 2888 1 20.702960485 1 -7 -6.53033944 15 147
## 2889 1 22.666628363 1 -5 -6.53033944 16 147
## 2890 1 -2.291403196 1 -2 -6.53033944 17 147
## 2891 1 -18.390520123 1 -6 -6.53033944 18 147
## 2892 1 -39.878736561 1 0 -6.53033944 19 147
## 2893 1 -5.105599035 1 5 -6.53033944 20 147
## 2894 1 -3.181183298 1 1 -6.53033944 21 147
## 2895 1 -20.833571004 1 -1 -6.53033944 22 147
## 2896 1 -41.750250186 1 -7 -6.53033944 23 147
## 2897 1 8.042862665 1 7 5.76955243 1 148
## 2898 1 -18.332191083 1 -4 5.76955243 2 148
## 2899 1 -28.595824792 1 6 5.76955243 3 148
## 2900 1 2.519816697 1 5 5.76955243 4 148
## 2901 1 21.940089381 1 -3 5.76955243 5 148
## 2902 1 21.634664771 1 -6 5.76955243 6 148
## 2903 1 -3.710842603 1 -6 5.76955243 7 148
## 2904 1 -45.266778513 1 4 5.76955243 8 148
## 2905 1 -6.575890084 1 6 5.76955243 9 148
## 2906 1 17.857069212 1 -1 5.76955243 10 148
## 2907 1 1.165236734 1 -7 5.76955243 11 148
## 2908 1 14.609103118 1 0 5.76955243 12 148
## 2909 1 -20.525212999 1 -3 5.76955243 13 148
## 2910 1 15.048033418 1 4 5.76955243 14 148
## 2911 1 12.620068839 1 6 5.76955243 15 148
## 2912 1 21.060684971 1 4 5.76955243 16 148
## 2913 1 -12.788316920 1 2 5.76955243 17 148
## 2914 1 -18.823481371 1 5 -1.47994435 1 149
## 2915 1 3.402656939 1 -2 -1.47994435 2 149
## 2916 1 -12.230179888 1 3 -1.47994435 3 149
## 2917 1 3.465264544 1 5 -1.47994435 4 149
## 2918 1 -18.714681929 1 4 -1.47994435 5 149
## 2919 1 9.331419759 1 6 -1.47994435 6 149
## 2920 1 -7.087582634 1 0 -1.47994435 7 149
## 2921 1 20.820362895 1 -4 -1.47994435 8 149
## 2922 1 40.652253812 1 -3 -1.47994435 9 149
## 2923 1 -9.359970784 1 1 -1.47994435 10 149
## 2924 1 -20.372963691 1 -1 -1.47994435 11 149
## 2925 1 -15.487798429 1 -4 -1.47994435 12 149
## 2926 1 -6.420747355 1 4 -1.47994435 13 149
## 2927 1 20.082165689 1 5 -1.47994435 14 149
## 2928 1 11.644096606 1 -5 -1.47994435 15 149
## 2929 1 5.743211909 1 -5 -0.96017002 1 150
## 2930 1 -4.738831423 1 6 -0.96017002 2 150
## 2931 1 -1.064317636 1 0 -0.96017002 3 150
## 2932 1 2.963049616 1 -5 -0.96017002 4 150
## 2933 1 21.724985049 1 6 -0.96017002 5 150
## 2934 1 14.948601245 1 1 -0.96017002 6 150
## 2935 1 25.925065285 1 -7 -0.96017002 7 150
## 2936 1 -28.563678297 1 -1 -0.96017002 8 150
## 2937 1 -7.111994590 1 -5 -0.96017002 9 150
## 2938 1 -22.870788498 1 5 -0.96017002 10 150
## 2939 1 23.585093059 1 -2 -0.96017002 11 150
## 2940 1 -13.486738736 1 -7 -0.96017002 12 150
## 2941 1 13.978895354 1 -7 -0.96017002 13 150
## 2942 1 27.343730165 1 -3 -0.96017002 14 150
## 2943 1 24.641162959 1 0 -0.96017002 15 150
## 2944 1 8.029081693 1 -4 -0.96017002 16 150
## district error int_classroom int_district fixed_outcome
## 1 1 1.287334e+00 -1.25804114 -0.21266918 46.96921
## 2 1 -3.765672e-01 -1.25804114 -0.21266918 52.35029
## 3 1 -1.759901e+00 -1.25804114 -0.21266918 47.99427
## 4 1 -8.347425e-01 -1.25804114 -0.21266918 49.74994
## 5 1 3.753186e-01 -1.25804114 -0.21266918 53.27443
## 6 1 4.179235e+00 -1.25804114 -0.21266918 50.01173
## 7 1 -3.062827e+00 -1.25804114 -0.21266918 48.64136
## 8 1 1.617308e+00 -1.25804114 -0.21266918 51.17140
## 9 1 1.007871e+00 -1.25804114 -0.21266918 58.98062
## 10 1 -2.145299e+00 -1.25804114 -0.21266918 67.01093
## 11 1 -4.905884e+00 -1.25804114 -0.21266918 39.88625
## 12 1 3.559706e+00 -1.25804114 -0.21266918 40.88627
## 13 1 3.916396e+00 -1.25804114 -0.21266918 39.45402
## 14 1 -1.701403e+00 -1.25804114 -0.21266918 66.83427
## 15 1 -2.626386e+00 -1.25804114 -0.21266918 43.92765
## 16 1 -4.394741e+00 -1.25804114 -0.21266918 50.56793
## 17 1 -5.960127e+00 -1.25804114 -0.21266918 33.39373
## 18 1 6.601068e+00 -1.25804114 -0.21266918 51.07417
## 19 1 5.545599e+00 -1.25804114 -0.21266918 44.36850
## 20 1 -5.066139e+00 -1.25804114 -0.21266918 55.33977
## 21 1 6.173092e+00 -1.25804114 -0.21266918 44.24836
## 22 1 3.043370e+00 -1.25804114 -0.21266918 46.94299
## 23 1 1.416078e+00 -1.25804114 -0.21266918 49.67479
## 24 1 -7.085534e-01 2.04095611 -0.21266918 49.74377
## 25 1 -5.865034e+00 2.04095611 -0.21266918 54.98974
## 26 1 -7.365189e+00 2.04095611 -0.21266918 49.34606
## 27 1 -2.885037e+00 2.04095611 -0.21266918 60.05768
## 28 1 -5.665992e-02 2.04095611 -0.21266918 48.72846
## 29 1 2.786354e+00 2.04095611 -0.21266918 36.67094
## 30 1 2.212408e+00 2.04095611 -0.21266918 48.21612
## 31 1 -1.353309e+00 2.04095611 -0.21266918 53.86376
## 32 1 -1.269076e+00 2.04095611 -0.21266918 41.76882
## 33 1 4.083292e+00 2.04095611 -0.21266918 50.47305
## 34 1 -1.947165e+00 2.04095611 -0.21266918 46.43267
## 35 1 5.550852e+00 2.04095611 -0.21266918 53.21598
## 36 1 -3.869992e-01 2.04095611 -0.21266918 39.72774
## 37 1 5.344272e-01 2.04095611 -0.21266918 60.56142
## 38 1 4.607665e-01 2.04095611 -0.21266918 59.15589
## 39 1 -3.382211e-01 2.04095611 -0.21266918 47.36360
## 40 1 2.154123e+00 2.04095611 -0.21266918 52.23586
## 41 1 3.048337e+00 2.04095611 -0.21266918 52.83260
## 42 1 -1.700802e+00 2.04095611 -0.21266918 44.15682
## 43 1 -1.928607e+00 2.04095611 -0.21266918 59.82185
## 44 1 3.064615e+00 2.04095611 -0.21266918 39.51126
## 45 1 -7.741136e-02 2.04095611 -0.21266918 39.61022
## 46 1 1.611678e+00 2.04095611 -0.21266918 68.11038
## 47 1 -3.356288e+00 2.04095611 -0.21266918 47.76314
## 48 1 4.108253e+00 2.89202864 -0.21266918 53.34739
## 49 1 -3.232461e+00 2.89202864 -0.21266918 36.79060
## 50 1 3.651261e-01 2.89202864 -0.21266918 61.24830
## 51 1 2.093804e+00 2.89202864 -0.21266918 34.94065
## 52 1 -6.394003e+00 2.89202864 -0.21266918 45.72777
## 53 1 2.030492e+00 2.89202864 -0.21266918 56.15110
## 54 1 -5.487758e-01 2.89202864 -0.21266918 49.81471
## 55 1 6.465703e+00 2.89202864 -0.21266918 39.03933
## 56 1 -2.942597e+00 2.89202864 -0.21266918 49.29587
## 57 1 1.003291e-01 2.89202864 -0.21266918 47.28188
## 58 1 5.423164e+00 2.89202864 -0.21266918 61.57022
## 59 1 -3.580488e+00 2.89202864 -0.21266918 38.72627
## 60 1 1.459612e+00 2.89202864 -0.21266918 39.91945
## 61 1 3.753024e+00 2.89202864 -0.21266918 49.27748
## 62 1 -2.948203e+00 2.89202864 -0.21266918 58.32264
## 63 1 -2.490073e+00 2.89202864 -0.21266918 50.07752
## 64 1 -3.190413e+00 2.89202864 -0.21266918 43.74863
## 65 1 2.403160e+00 -3.29047672 -0.21266918 51.14357
## 66 1 1.714536e+00 -3.29047672 -0.21266918 51.44272
## 67 1 1.368701e+00 -3.29047672 -0.21266918 59.01791
## 68 1 4.407320e+00 -3.29047672 -0.21266918 44.65228
## 69 1 -3.321812e-01 -3.29047672 -0.21266918 45.89923
## 70 1 3.953669e+00 -3.29047672 -0.21266918 58.38823
## 71 1 1.089121e+00 -3.29047672 -0.21266918 50.60959
## 72 1 -9.738338e-01 -3.29047672 -0.21266918 51.01715
## 73 1 -3.330551e-01 -3.29047672 -0.21266918 46.80000
## 74 1 -8.226211e+00 -3.29047672 -0.21266918 35.29728
## 75 1 4.353697e-01 -3.29047672 -0.21266918 59.81364
## 76 1 -2.245742e+00 -3.29047672 -0.21266918 47.27838
## 77 1 -3.844986e+00 -3.29047672 -0.21266918 47.69438
## 78 1 -2.068240e+00 -3.29047672 -0.21266918 44.82732
## 79 1 1.214186e+00 -3.29047672 -0.21266918 40.82276
## 80 1 1.246571e+00 -3.29047672 -0.21266918 46.67511
## 81 1 -3.557947e+00 -3.29047672 -0.21266918 56.58280
## 82 1 -6.453628e-01 -3.29047672 -0.21266918 55.69204
## 83 1 -4.117310e+00 -3.29047672 -0.21266918 41.88338
## 84 1 -4.949359e-01 -3.29047672 -0.21266918 55.52785
## 85 1 -7.274816e-01 -3.29047672 -0.21266918 55.11951
## 86 1 -1.780281e+00 -3.29047672 -0.21266918 46.60747
## 87 1 7.315814e+00 -3.29047672 -0.21266918 59.96805
## 88 1 -2.471572e+00 0.97985552 -0.21266918 42.32898
## 89 1 -3.911734e+00 0.97985552 -0.21266918 52.67395
## 90 1 5.193349e+00 0.97985552 -0.21266918 57.69303
## 91 1 -2.708098e+00 0.97985552 -0.21266918 52.66660
## 92 1 -1.377516e+00 0.97985552 -0.21266918 51.15570
## 93 1 -1.893246e+00 0.97985552 -0.21266918 53.72858
## 94 1 -3.465733e+00 0.97985552 -0.21266918 63.40008
## 95 1 1.588323e+00 0.97985552 -0.21266918 43.82021
## 96 1 2.173710e+00 0.97985552 -0.21266918 53.59770
## 97 1 -1.596016e+00 0.97985552 -0.21266918 41.41165
## 98 1 7.145911e-01 0.97985552 -0.21266918 50.81480
## 99 1 -2.192711e+00 0.97985552 -0.21266918 60.98318
## 100 1 -2.628466e-01 0.97985552 -0.21266918 45.87424
## 101 1 6.825121e-01 0.97985552 -0.21266918 52.60463
## 102 1 -2.528067e+00 0.97985552 -0.21266918 57.27954
## 103 1 2.488663e+00 -1.26730199 -0.21266918 52.18102
## 104 1 -2.265972e+00 -1.26730199 -0.21266918 52.16189
## 105 1 -3.672144e+00 -1.26730199 -0.21266918 34.76448
## 106 1 7.007802e-01 -1.26730199 -0.21266918 41.33080
## 107 1 -1.324565e+00 -1.26730199 -0.21266918 46.73532
## 108 1 -1.464229e+00 -1.26730199 -0.21266918 54.30291
## 109 1 2.138030e+00 -1.26730199 -0.21266918 43.80384
## 110 1 2.497172e+00 -1.26730199 -0.21266918 61.07028
## 111 1 5.512106e+00 -1.26730199 -0.21266918 67.33285
## 112 1 3.310180e+00 -1.26730199 -0.21266918 52.50377
## 113 1 -6.589177e+00 -1.26730199 -0.21266918 48.28994
## 114 1 1.639531e+00 -1.26730199 -0.21266918 41.44719
## 115 1 7.579252e-01 -1.26730199 -0.21266918 50.63655
## 116 1 -3.573724e+00 -1.26730199 -0.21266918 48.93335
## 117 1 -2.060757e+00 -1.26730199 -0.21266918 53.90951
## 118 1 1.682236e+00 -1.26730199 -0.21266918 42.48410
## 119 1 3.998293e-01 -1.26730199 -0.21266918 53.75603
## 120 1 -3.237739e+00 -1.26730199 -0.21266918 38.83447
## 121 1 1.276758e+00 -1.26730199 -0.21266918 50.42505
## 122 1 -2.163864e+00 -1.26730199 -0.21266918 46.43564
## 123 1 1.527957e+00 -1.26730199 -0.21266918 42.17115
## 124 1 3.502321e+00 -1.26730199 -0.21266918 67.61332
## 125 1 5.989636e+00 -1.26730199 -0.21266918 42.44425
## 126 1 -7.506028e-01 -1.54997746 -0.21266918 40.70936
## 127 1 -4.646100e+00 -1.54997746 -0.21266918 51.04699
## 128 1 -6.524856e+00 -1.54997746 -0.21266918 32.98845
## 129 1 8.890568e-01 -1.54997746 -0.21266918 46.43472
## 130 1 2.825867e+00 -1.54997746 -0.21266918 44.77286
## 131 1 1.552982e-01 -1.54997746 -0.21266918 42.81008
## 132 1 -1.359889e+00 -1.54997746 -0.21266918 59.59373
## 133 1 -5.751083e+00 -1.54997746 -0.21266918 47.33035
## 134 1 2.210259e+00 -1.54997746 -0.21266918 66.00406
## 135 1 7.506498e-01 -1.54997746 -0.21266918 46.50707
## 136 1 2.048933e-02 -1.54997746 -0.21266918 57.60708
## 137 1 1.719157e+00 -1.54997746 -0.21266918 40.23310
## 138 1 -3.718267e+00 -1.54997746 -0.21266918 46.30206
## 139 1 -4.112701e+00 -1.54997746 -0.21266918 54.09594
## 140 1 -1.844666e+00 -1.54997746 -0.21266918 46.35269
## 141 1 -2.128900e+00 -1.54997746 -0.21266918 46.69496
## 142 1 -2.044517e+00 -1.54997746 -0.21266918 43.60384
## 143 1 -3.712020e+00 -1.54997746 -0.21266918 40.59672
## 144 1 -2.123587e+00 -1.54997746 -0.21266918 51.81311
## 145 1 -5.422026e-01 -1.54997746 -0.21266918 49.26589
## 146 1 4.346979e+00 -1.54997746 -0.21266918 51.82840
## 147 1 -2.148161e+00 -1.54997746 -0.21266918 60.53873
## 148 1 -2.885405e+00 -1.54997746 -0.21266918 55.62030
## 149 1 -1.614121e+00 -1.54997746 -0.21266918 55.14214
## 150 1 1.124287e+00 -1.54997746 -0.21266918 58.03832
## 151 1 -6.292242e-01 -4.66855810 -0.21266918 52.43314
## 152 1 3.838097e+00 -4.66855810 -0.21266918 45.96220
## 153 1 3.984213e+00 -4.66855810 -0.21266918 55.62422
## 154 1 -6.804906e-01 -4.66855810 -0.21266918 52.24841
## 155 1 3.174848e+00 -4.66855810 -0.21266918 44.60660
## 156 1 1.172347e-01 -4.66855810 -0.21266918 56.65030
## 157 1 4.250869e+00 -4.66855810 -0.21266918 54.75961
## 158 1 8.335603e-01 -4.66855810 -0.21266918 41.43303
## 159 1 -3.883546e+00 -4.66855810 -0.21266918 52.65513
## 160 1 -3.931298e+00 -4.66855810 -0.21266918 55.18135
## 161 1 -1.675970e+00 -4.66855810 -0.21266918 53.21921
## 162 1 2.585172e-01 -4.66855810 -0.21266918 52.50586
## 163 1 2.206228e+00 -4.66855810 -0.21266918 43.32654
## 164 1 1.027838e+00 -4.66855810 -0.21266918 51.38245
## 165 1 -5.418550e-01 -4.66855810 -0.21266918 42.72157
## 166 1 -1.360886e+00 -0.53956787 -0.21266918 47.78638
## 167 1 -1.573450e+00 -0.53956787 -0.21266918 51.55411
## 168 1 -1.175761e+00 -0.53956787 -0.21266918 58.67668
## 169 1 6.865736e-01 -0.53956787 -0.21266918 61.84787
## 170 1 4.294464e+00 -0.53956787 -0.21266918 47.13387
## 171 1 2.726591e-01 -0.53956787 -0.21266918 55.57162
## 172 1 3.848779e+00 -0.53956787 -0.21266918 49.61649
## 173 1 -3.001363e+00 -0.53956787 -0.21266918 35.59663
## 174 1 3.900337e+00 -0.53956787 -0.21266918 54.09298
## 175 1 -1.244559e+00 -0.53956787 -0.21266918 39.38604
## 176 1 1.859651e-01 -0.53956787 -0.21266918 61.85256
## 177 1 5.501679e-01 -0.53956787 -0.21266918 48.67906
## 178 1 3.544485e+00 -0.53956787 -0.21266918 46.94988
## 179 1 5.805327e-01 -0.53956787 -0.21266918 59.99869
## 180 1 3.631077e-02 -0.53956787 -0.21266918 63.24194
## 181 1 3.184379e+00 -0.53956787 -0.21266918 49.02556
## 182 1 2.087187e+00 -0.53956787 -0.21266918 60.57174
## 183 1 -5.494612e+00 -0.53956787 -0.21266918 37.76508
## 184 1 -3.035010e+00 -0.53956787 -0.21266918 59.24148
## 185 1 -1.730159e+00 0.16554466 -0.21266918 64.16718
## 186 1 1.601765e+00 0.16554466 -0.21266918 59.48970
## 187 1 3.671137e+00 0.16554466 -0.21266918 56.04814
## 188 1 3.072600e+00 0.16554466 -0.21266918 50.75709
## 189 1 1.330900e+00 0.16554466 -0.21266918 47.55876
## 190 1 4.924260e-01 0.16554466 -0.21266918 46.81879
## 191 1 8.527493e-01 0.16554466 -0.21266918 47.27361
## 192 1 -6.497429e+00 0.16554466 -0.21266918 45.82648
## 193 1 -2.041710e+00 0.16554466 -0.21266918 69.19363
## 194 1 -3.019507e+00 0.16554466 -0.21266918 54.99001
## 195 1 -6.491217e-01 0.16554466 -0.21266918 58.52810
## 196 1 2.160785e+00 0.16554466 -0.21266918 66.21276
## 197 1 -2.441149e+00 0.16554466 -0.21266918 36.06726
## 198 1 2.782100e+00 0.16554466 -0.21266918 45.29955
## 199 1 -2.442023e+00 0.16554466 -0.21266918 61.39799
## 200 1 4.073187e+00 0.16554466 -0.21266918 67.50729
## 201 1 -6.894033e-01 0.16554466 -0.21266918 56.70353
## 202 1 2.764869e+00 0.16554466 -0.21266918 51.60092
## 203 1 -4.838877e+00 0.16554466 -0.21266918 57.62488
## 204 1 -1.668461e+00 0.16554466 -0.21266918 41.39832
## 205 1 -1.978671e+00 0.16554466 -0.21266918 62.91083
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## 207 1 5.517309e+00 0.16554466 -0.21266918 43.53412
## 208 1 2.335678e-01 0.16554466 -0.21266918 64.19781
## 209 1 -3.653202e+00 0.16554466 -0.21266918 47.26187
## 210 2 5.480601e+00 1.04753076 0.03644435 48.90194
## 211 2 -8.065268e-01 1.04753076 0.03644435 39.22415
## 212 2 -2.135122e+00 1.04753076 0.03644435 45.06960
## 213 2 2.045004e+00 1.04753076 0.03644435 58.76627
## 214 2 2.948613e+00 1.04753076 0.03644435 62.55511
## 215 2 3.182828e+00 1.04753076 0.03644435 49.44759
## 216 2 5.212602e+00 1.04753076 0.03644435 51.58707
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## 218 2 1.222763e+00 1.04753076 0.03644435 61.52833
## 219 2 -8.982904e-01 1.04753076 0.03644435 53.32820
## 220 2 -1.244362e+00 1.04753076 0.03644435 43.82476
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## 223 2 -1.530394e+00 1.04753076 0.03644435 57.74362
## 224 2 2.892528e-01 1.04753076 0.03644435 50.14428
## 225 2 3.721989e+00 1.04753076 0.03644435 58.84807
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## 227 2 -8.975554e-01 1.02101047 0.03644435 55.08303
## 228 2 -3.752265e+00 1.02101047 0.03644435 47.74381
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## 230 2 -9.729762e-02 1.02101047 0.03644435 48.26481
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## 233 2 -2.040015e+00 1.02101047 0.03644435 39.92626
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## 236 2 1.721379e+00 1.02101047 0.03644435 50.44225
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## 241 2 -4.035929e+00 1.02101047 0.03644435 46.20967
## 242 2 -5.253884e+00 1.02101047 0.03644435 41.27750
## 243 2 -5.832066e+00 1.02101047 0.03644435 50.66702
## 244 2 -1.597059e-01 1.02101047 0.03644435 61.17725
## 245 2 -1.799222e+00 1.02101047 0.03644435 54.99099
## 246 2 -3.186600e-01 1.02101047 0.03644435 47.94769
## 247 2 -5.397988e-01 1.02101047 0.03644435 63.90122
## 248 2 8.622267e-01 1.02101047 0.03644435 55.62894
## 249 2 -2.955454e+00 0.33264098 0.03644435 48.22736
## 250 2 1.201971e+00 0.33264098 0.03644435 52.14114
## 251 2 -6.689861e-01 0.33264098 0.03644435 41.84215
## 252 2 2.696027e+00 0.33264098 0.03644435 48.76871
## 253 2 -1.332536e+00 0.33264098 0.03644435 50.08852
## 254 2 6.595788e+00 0.33264098 0.03644435 58.93880
## 255 2 3.557063e+00 0.33264098 0.03644435 52.44028
## 256 2 -8.048888e-04 0.33264098 0.03644435 60.94832
## 257 2 -7.118612e+00 0.33264098 0.03644435 42.86307
## 258 2 1.016528e+01 0.33264098 0.03644435 42.52915
## 259 2 4.460788e+00 0.33264098 0.03644435 57.20429
## 260 2 -3.934404e-01 0.33264098 0.03644435 66.56833
## 261 2 2.245135e+00 0.33264098 0.03644435 43.26555
## 262 2 3.738086e+00 0.33264098 0.03644435 51.82368
## 263 2 -6.328705e-01 0.33264098 0.03644435 42.22358
## 264 2 3.916104e+00 0.33264098 0.03644435 45.66066
## 265 2 -1.155188e+00 0.33264098 0.03644435 55.77488
## 266 2 2.156412e+00 0.33264098 0.03644435 50.91087
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## 268 2 1.187696e+00 -0.62250171 0.03644435 37.92718
## 269 2 5.649294e-01 -0.62250171 0.03644435 56.65398
## 270 2 8.507604e+00 -0.62250171 0.03644435 48.65857
## 271 2 8.975105e-01 -0.62250171 0.03644435 59.54288
## 272 2 3.053996e+00 -0.62250171 0.03644435 35.92674
## 273 2 1.662159e+00 -0.62250171 0.03644435 53.02639
## 274 2 2.489556e+00 -0.62250171 0.03644435 47.27279
## 275 2 1.168602e+00 -0.62250171 0.03644435 41.09395
## 276 2 2.579812e+00 -0.62250171 0.03644435 42.44464
## 277 2 -1.558584e+00 -0.62250171 0.03644435 57.80608
## 278 2 -2.733796e+00 -0.62250171 0.03644435 47.29725
## 279 2 -9.100601e-01 -0.62250171 0.03644435 57.37212
## 280 2 -9.907587e-01 -0.62250171 0.03644435 59.02654
## 281 2 -8.431960e+00 -0.62250171 0.03644435 57.22836
## 282 2 7.522892e-01 -0.62250171 0.03644435 49.73820
## 283 2 -7.061401e+00 -0.62250171 0.03644435 48.86169
## 284 2 -5.193955e+00 -3.43182472 0.03644435 49.31514
## 285 2 -2.570876e+00 -3.43182472 0.03644435 61.73870
## 286 2 -1.825176e-01 -3.43182472 0.03644435 52.79999
## 287 2 -3.301103e+00 -3.43182472 0.03644435 48.39886
## 288 2 1.914733e+00 -3.43182472 0.03644435 53.38698
## 289 2 5.416784e+00 -3.43182472 0.03644435 46.98232
## 290 2 -3.497378e-02 -3.43182472 0.03644435 52.09539
## 291 2 5.669511e-01 -3.43182472 0.03644435 44.66943
## 292 2 -5.856425e-01 -3.43182472 0.03644435 34.84525
## 293 2 2.339382e+00 -3.43182472 0.03644435 67.03014
## 294 2 -1.248063e-01 -3.43182472 0.03644435 41.68651
## 295 2 -7.906025e-02 -3.43182472 0.03644435 58.12182
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## 297 2 2.004895e+00 -3.43182472 0.03644435 53.89262
## 298 2 -3.425569e+00 -3.43182472 0.03644435 68.93586
## 299 2 -4.029181e-01 -3.43182472 0.03644435 49.41773
## 300 2 -3.532596e+00 -3.43182472 0.03644435 52.93532
## 301 2 -4.922867e+00 -3.43182472 0.03644435 56.38058
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## 303 2 -3.859187e+00 -1.13899782 0.03644435 53.46831
## 304 2 2.852487e-01 -1.13899782 0.03644435 48.32639
## 305 2 2.797476e+00 -1.13899782 0.03644435 48.57301
## 306 2 -3.389310e+00 -1.13899782 0.03644435 24.88787
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## 308 2 1.106848e+00 -1.13899782 0.03644435 45.95472
## 309 2 3.835689e-01 -1.13899782 0.03644435 50.68958
## 310 2 1.182529e+00 -1.13899782 0.03644435 63.27077
## 311 2 6.779714e+00 -1.13899782 0.03644435 49.54350
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## 313 2 2.493915e+00 -1.13899782 0.03644435 36.00951
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## 316 2 -6.197989e-01 -1.13899782 0.03644435 58.96222
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## 318 2 -4.028229e+00 0.84574836 0.03644435 40.81345
## 319 2 -1.879642e+00 0.84574836 0.03644435 40.53457
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## 322 2 5.641002e+00 0.84574836 0.03644435 55.64591
## 323 2 -1.190860e+00 0.84574836 0.03644435 61.66855
## 324 2 3.226172e+00 0.84574836 0.03644435 45.81150
## 325 2 -3.328770e-01 0.84574836 0.03644435 62.87265
## 326 2 -2.926090e+00 0.84574836 0.03644435 64.98338
## 327 2 -6.070656e+00 0.84574836 0.03644435 49.87440
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## 329 2 1.854491e+00 0.84574836 0.03644435 57.11740
## 330 2 -3.190486e-01 0.84574836 0.03644435 41.05361
## 331 2 6.894965e+00 0.84574836 0.03644435 61.69768
## 332 2 -5.800021e+00 0.84574836 0.03644435 38.00039
## 333 2 -3.788061e+00 0.84574836 0.03644435 36.10069
## 334 2 4.151245e+00 0.84574836 0.03644435 41.71366
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## 336 2 1.657391e+00 0.84574836 0.03644435 55.18410
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## 338 2 -2.993787e+00 0.84574836 0.03644435 47.45073
## 339 2 2.524494e+00 0.84574836 0.03644435 52.46015
## 340 2 -2.541303e+00 2.64819680 0.03644435 42.92024
## 341 2 1.359880e+00 2.64819680 0.03644435 49.22693
## 342 2 2.177063e+00 2.64819680 0.03644435 41.99038
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## 347 2 2.742025e+00 2.64819680 0.03644435 53.49005
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## 349 2 3.312688e+00 2.64819680 0.03644435 51.98901
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## 351 2 1.526361e-01 2.64819680 0.03644435 62.97854
## 352 2 1.838482e+00 2.64819680 0.03644435 45.17519
## 353 2 -8.600751e-01 2.64819680 0.03644435 58.82592
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## 359 2 -3.278944e+00 2.64819680 0.03644435 66.40861
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## 362 2 -3.744992e+00 2.64819680 0.03644435 63.17140
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## 380 2 3.186092e+00 -2.86332915 0.03644435 56.94451
## 381 2 1.094938e+00 -2.86332915 0.03644435 38.54401
## 382 2 -6.255681e-01 -2.86332915 0.03644435 59.15473
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## 384 2 5.427969e+00 -2.86332915 0.03644435 59.04518
## 385 2 1.828380e+00 -0.65018410 0.03644435 42.25743
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## 400 2 2.201430e+00 -0.65018410 0.03644435 41.19618
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## 407 2 -4.565499e+00 -0.65018410 0.03644435 54.59154
## 408 2 -1.984102e+00 -0.65018410 0.03644435 44.05649
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## 415 3 -5.343869e-02 1.79788723 0.48151886 34.08978
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## 420 3 -4.186457e+00 1.79788723 0.48151886 42.74650
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## 427 3 -3.978172e+00 1.79788723 0.48151886 48.97420
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## 431 3 1.049824e+00 1.50565609 0.48151886 48.47573
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## 469 3 -1.199044e+00 1.06399504 0.48151886 52.03298
## 470 3 -2.712796e+00 1.06399504 0.48151886 38.90302
## 471 3 6.344071e+00 1.06399504 0.48151886 48.83748
## 472 3 -4.149492e+00 1.06399504 0.48151886 42.24149
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## 474 3 -3.178563e+00 1.06399504 0.48151886 71.60472
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## 476 3 5.170875e+00 1.06399504 0.48151886 58.16632
## 477 3 -3.625526e+00 1.06399504 0.48151886 66.59126
## 478 3 -9.144949e-01 1.06399504 0.48151886 46.78852
## 479 3 1.823286e+00 1.06399504 0.48151886 58.22405
## 480 3 1.408616e+00 1.06399504 0.48151886 48.25027
## 481 3 -1.305646e+00 1.06399504 0.48151886 54.22839
## 482 3 -3.513764e+00 1.06399504 0.48151886 48.92594
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## 484 3 -2.930348e-01 1.06399504 0.48151886 60.31528
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## 1550 8 -2.619912e+00 0.51245575 -0.29453923 53.03817
## 1551 8 -4.955026e-01 0.51245575 -0.29453923 40.55514
## 1552 8 2.672909e+00 0.51245575 -0.29453923 55.78131
## 1553 8 -2.706116e+00 0.04457830 -0.29453923 41.70368
## 1554 8 -4.677078e+00 0.04457830 -0.29453923 37.01342
## 1555 8 -2.152937e-01 0.04457830 -0.29453923 39.36604
## 1556 8 -6.198165e+00 0.04457830 -0.29453923 56.12559
## 1557 8 -3.783147e+00 0.04457830 -0.29453923 43.08774
## 1558 8 -3.910860e-02 0.04457830 -0.29453923 38.11186
## 1559 8 2.402525e-01 0.04457830 -0.29453923 46.32632
## 1560 8 -2.445456e+00 0.04457830 -0.29453923 55.60896
## 1561 8 -1.073801e+00 0.04457830 -0.29453923 52.10347
## 1562 8 7.413999e-01 0.04457830 -0.29453923 48.18779
## 1563 8 -2.160030e-01 0.04457830 -0.29453923 45.51224
## 1564 8 -3.452327e-01 0.04457830 -0.29453923 45.87852
## 1565 8 -4.645220e+00 0.04457830 -0.29453923 54.51165
## 1566 8 2.604249e+00 0.04457830 -0.29453923 35.94099
## 1567 8 4.677541e-01 0.04457830 -0.29453923 43.37163
## 1568 8 -7.647963e-01 0.04457830 -0.29453923 51.48292
## 1569 8 3.743190e+00 0.04457830 -0.29453923 46.07886
## 1570 9 -5.265557e+00 0.60901194 -0.34996326 59.05837
## 1571 9 4.374545e+00 0.60901194 -0.34996326 57.12963
## 1572 9 3.244829e+00 0.60901194 -0.34996326 58.67639
## 1573 9 4.436995e+00 0.60901194 -0.34996326 55.25830
## 1574 9 -4.362769e+00 0.60901194 -0.34996326 60.88307
## 1575 9 1.019981e+00 0.60901194 -0.34996326 53.20635
## 1576 9 2.482099e+00 0.60901194 -0.34996326 40.39606
## 1577 9 3.629832e+00 0.60901194 -0.34996326 41.46142
## 1578 9 1.152665e+00 0.60901194 -0.34996326 52.53303
## 1579 9 -8.517407e-01 0.60901194 -0.34996326 62.34733
## 1580 9 -8.257528e+00 0.60901194 -0.34996326 58.48358
## 1581 9 -1.076346e+00 0.60901194 -0.34996326 42.19909
## 1582 9 -4.145245e+00 0.60901194 -0.34996326 47.83780
## 1583 9 -7.913978e-01 0.60901194 -0.34996326 56.73612
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## 1585 9 2.272856e+00 0.60901194 -0.34996326 66.73752
## 1586 9 -6.985040e-03 0.60901194 -0.34996326 52.05988
## 1587 9 -5.860763e+00 0.60901194 -0.34996326 56.20896
## 1588 9 7.577640e-01 0.60901194 -0.34996326 52.72933
## 1589 9 1.744093e+00 2.23233234 -0.34996326 44.19878
## 1590 9 3.247341e+00 2.23233234 -0.34996326 57.39675
## 1591 9 2.236912e+00 2.23233234 -0.34996326 50.55508
## 1592 9 -3.828807e+00 2.23233234 -0.34996326 50.10340
## 1593 9 9.930745e-01 2.23233234 -0.34996326 54.11603
## 1594 9 7.640806e+00 2.23233234 -0.34996326 44.50165
## 1595 9 2.785937e+00 2.23233234 -0.34996326 45.56204
## 1596 9 2.758518e+00 2.23233234 -0.34996326 57.85731
## 1597 9 9.529235e-01 2.23233234 -0.34996326 46.20353
## 1598 9 -1.676798e+00 2.23233234 -0.34996326 47.61973
## 1599 9 3.048059e+00 2.23233234 -0.34996326 45.99110
## 1600 9 1.695879e-01 2.23233234 -0.34996326 34.74233
## 1601 9 2.460358e+00 2.23233234 -0.34996326 47.89690
## 1602 9 -1.780754e+00 2.23233234 -0.34996326 47.36018
## 1603 9 -5.097127e+00 2.23233234 -0.34996326 61.79819
## 1604 9 4.814685e+00 2.23233234 -0.34996326 41.65284
## 1605 9 3.780352e+00 2.23233234 -0.34996326 76.48296
## 1606 9 -5.683253e+00 2.23233234 -0.34996326 52.07641
## 1607 9 -1.194587e+00 2.23233234 -0.34996326 47.59899
## 1608 9 -3.216695e+00 2.23233234 -0.34996326 57.36341
## 1609 9 -1.686359e+00 2.23233234 -0.34996326 52.43932
## 1610 9 -2.479187e+00 2.23233234 -0.34996326 45.74382
## 1611 9 2.542289e+00 2.23233234 -0.34996326 59.35494
## 1612 9 -5.516408e+00 -2.05588102 -0.34996326 58.29752
## 1613 9 -3.967705e+00 -2.05588102 -0.34996326 42.65685
## 1614 9 -1.479416e+00 -2.05588102 -0.34996326 58.66206
## 1615 9 1.753592e+00 -2.05588102 -0.34996326 51.38511
## 1616 9 2.666111e+00 -2.05588102 -0.34996326 51.31373
## 1617 9 3.616263e+00 -2.05588102 -0.34996326 41.63061
## 1618 9 1.885095e+00 -2.05588102 -0.34996326 49.18935
## 1619 9 2.396724e+00 -2.05588102 -0.34996326 62.65701
## 1620 9 -1.851719e+00 -2.05588102 -0.34996326 59.34946
## 1621 9 -6.496771e+00 -2.05588102 -0.34996326 44.89538
## 1622 9 2.819143e+00 -2.05588102 -0.34996326 48.11275
## 1623 9 7.441975e+00 -2.05588102 -0.34996326 52.76169
## 1624 9 -2.208804e+00 -2.05588102 -0.34996326 50.40087
## 1625 9 2.113647e+00 -2.05588102 -0.34996326 42.75812
## 1626 9 -4.262570e+00 -2.05588102 -0.34996326 36.51370
## 1627 9 2.882839e+00 -2.05588102 -0.34996326 45.89823
## 1628 9 4.656733e+00 -2.05588102 -0.34996326 44.28361
## 1629 9 3.762305e-01 -2.05588102 -0.34996326 68.06883
## 1630 9 -1.015961e+00 -2.05588102 -0.34996326 46.57015
## 1631 9 5.765053e+00 -2.05588102 -0.34996326 64.38707
## 1632 9 3.246804e+00 -0.06266358 -0.34996326 40.42683
## 1633 9 6.207980e-01 -0.06266358 -0.34996326 36.83454
## 1634 9 -1.243879e+00 -0.06266358 -0.34996326 47.83452
## 1635 9 1.020949e+00 -0.06266358 -0.34996326 45.51679
## 1636 9 -1.570281e+00 -0.06266358 -0.34996326 57.13671
## 1637 9 3.667869e+00 -0.06266358 -0.34996326 45.80590
## 1638 9 2.059099e+00 -0.06266358 -0.34996326 52.07217
## 1639 9 1.942293e+00 -0.06266358 -0.34996326 53.41905
## 1640 9 2.199850e+00 -0.06266358 -0.34996326 68.84505
## 1641 9 -3.272576e-01 -0.06266358 -0.34996326 60.04348
## 1642 9 6.225741e+00 -0.06266358 -0.34996326 43.53370
## 1643 9 -2.343649e+00 -0.06266358 -0.34996326 68.98277
## 1644 9 5.772865e+00 -0.06266358 -0.34996326 56.01770
## 1645 9 1.379702e+00 -0.06266358 -0.34996326 43.29867
## 1646 9 4.890210e+00 -0.06266358 -0.34996326 46.65407
## 1647 9 -8.872987e+00 -0.06266358 -0.34996326 46.74282
## 1648 9 -6.767212e-01 -0.06266358 -0.34996326 49.69738
## 1649 9 5.075646e-01 -0.06266358 -0.34996326 51.83225
## 1650 9 -7.992803e-01 -0.06266358 -0.34996326 55.00234
## 1651 9 3.538432e+00 -0.06266358 -0.34996326 50.86858
## 1652 9 -3.738921e+00 -0.06266358 -0.34996326 42.27407
## 1653 9 1.813566e+00 -0.06266358 -0.34996326 43.88290
## 1654 9 -3.698647e-01 -0.06266358 -0.34996326 36.94725
## 1655 9 -1.813490e+00 -0.06266358 -0.34996326 53.59688
## 1656 9 5.538397e-01 -2.58310683 -0.34996326 40.17151
## 1657 9 -5.820371e-01 -2.58310683 -0.34996326 49.06830
## 1658 9 -1.097654e+00 -2.58310683 -0.34996326 42.10051
## 1659 9 1.452102e+00 -2.58310683 -0.34996326 57.59141
## 1660 9 -5.524546e+00 -2.58310683 -0.34996326 58.41041
## 1661 9 3.423661e-01 -2.58310683 -0.34996326 53.35317
## 1662 9 5.924472e+00 -2.58310683 -0.34996326 47.38960
## 1663 9 -8.342416e-02 -2.58310683 -0.34996326 58.06633
## 1664 9 4.258596e+00 -2.58310683 -0.34996326 46.83340
## 1665 9 8.947265e+00 -2.58310683 -0.34996326 55.65651
## 1666 9 -1.981653e-01 -2.58310683 -0.34996326 45.46424
## 1667 9 -3.333901e+00 -2.58310683 -0.34996326 62.65017
## 1668 9 8.375273e+00 -2.58310683 -0.34996326 38.48064
## 1669 9 1.778254e+00 -2.58310683 -0.34996326 41.03878
## 1670 9 4.378206e-01 -2.58310683 -0.34996326 49.95362
## 1671 9 -6.671438e-02 -2.58310683 -0.34996326 47.89745
## 1672 9 4.377142e+00 -2.58310683 -0.34996326 52.20159
## 1673 9 -1.347261e+00 -2.58310683 -0.34996326 64.19388
## 1674 9 -5.151329e+00 -2.58310683 -0.34996326 62.71429
## 1675 9 -6.999191e-01 -2.58310683 -0.34996326 53.55352
## 1676 9 4.059664e+00 -2.58310683 -0.34996326 43.50236
## 1677 9 -3.388373e+00 -2.58310683 -0.34996326 46.63245
## 1678 9 6.165359e+00 -1.06207564 -0.34996326 42.26740
## 1679 9 4.846669e-01 -1.06207564 -0.34996326 50.31426
## 1680 9 3.198387e+00 -1.06207564 -0.34996326 55.83791
## 1681 9 5.787344e-02 -1.06207564 -0.34996326 47.67197
## 1682 9 2.187363e+00 -1.06207564 -0.34996326 48.15396
## 1683 9 3.745375e+00 -1.06207564 -0.34996326 55.50881
## 1684 9 -6.753387e-01 -1.06207564 -0.34996326 50.45469
## 1685 9 5.214790e+00 -1.06207564 -0.34996326 52.12928
## 1686 9 6.656644e+00 -1.06207564 -0.34996326 57.40510
## 1687 9 6.696765e+00 -1.06207564 -0.34996326 53.91811
## 1688 9 3.175409e+00 -1.06207564 -0.34996326 48.18152
## 1689 9 1.944149e+00 -1.06207564 -0.34996326 50.72884
## 1690 9 -2.061531e-01 -1.06207564 -0.34996326 64.46134
## 1691 9 -2.096339e+00 -1.06207564 -0.34996326 58.33026
## 1692 9 1.225823e+00 -1.06207564 -0.34996326 45.73800
## 1693 9 1.799756e+00 -2.32794729 -0.34996326 50.91304
## 1694 9 -8.532361e+00 -2.32794729 -0.34996326 56.08861
## 1695 9 -1.260458e+00 -2.32794729 -0.34996326 41.40183
## 1696 9 2.830644e+00 -2.32794729 -0.34996326 43.25076
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## 1700 9 -2.492192e+00 -2.32794729 -0.34996326 42.63587
## 1701 9 1.749708e+00 -2.32794729 -0.34996326 39.76488
## 1702 9 -1.490951e-01 -2.32794729 -0.34996326 45.99791
## 1703 9 4.516906e-01 -2.32794729 -0.34996326 49.16206
## 1704 9 2.255693e+00 -2.32794729 -0.34996326 44.85510
## 1705 9 2.287960e+00 -2.32794729 -0.34996326 48.67473
## 1706 9 9.667455e-02 -2.32794729 -0.34996326 40.71561
## 1707 9 8.236713e-01 -2.32794729 -0.34996326 51.57635
## 1708 9 5.648076e+00 -1.99507319 -0.34996326 54.09680
## 1709 9 4.309877e+00 -1.99507319 -0.34996326 62.19925
## 1710 9 1.482264e+00 -1.99507319 -0.34996326 51.78906
## 1711 9 -5.545004e+00 -1.99507319 -0.34996326 59.82964
## 1712 9 2.098743e+00 -1.99507319 -0.34996326 55.34016
## 1713 9 -3.118483e+00 -1.99507319 -0.34996326 69.69378
## 1714 9 1.632642e+00 -1.99507319 -0.34996326 48.36478
## 1715 9 5.528739e-01 -1.99507319 -0.34996326 48.33631
## 1716 9 7.324175e-01 -1.99507319 -0.34996326 40.46476
## 1717 9 1.331395e+00 -1.99507319 -0.34996326 53.59103
## 1718 9 -3.199275e+00 -1.99507319 -0.34996326 57.29080
## 1719 9 -3.272490e+00 -1.99507319 -0.34996326 40.22472
## 1720 9 1.242595e+00 -1.99507319 -0.34996326 66.16235
## 1721 9 1.233720e+00 -1.99507319 -0.34996326 46.82337
## 1722 9 -2.270426e+00 -1.99507319 -0.34996326 53.34162
## 1723 9 -1.480424e-02 -1.99507319 -0.34996326 45.16540
## 1724 9 6.231800e+00 -1.99507319 -0.34996326 26.01989
## 1725 9 3.829085e+00 1.57392472 -0.34996326 47.24716
## 1726 9 1.813720e-02 1.57392472 -0.34996326 29.80540
## 1727 9 9.661296e-02 1.57392472 -0.34996326 48.95347
## 1728 9 4.196078e+00 1.57392472 -0.34996326 44.16536
## 1729 9 -2.905722e+00 1.57392472 -0.34996326 59.05226
## 1730 9 -1.014035e+00 1.57392472 -0.34996326 45.48132
## 1731 9 -4.608400e+00 1.57392472 -0.34996326 54.05221
## 1732 9 -1.143558e+00 1.57392472 -0.34996326 57.16958
## 1733 9 -2.414506e-01 1.57392472 -0.34996326 46.62827
## 1734 9 -2.740968e+00 1.57392472 -0.34996326 63.81834
## 1735 9 3.087599e+00 1.57392472 -0.34996326 45.57999
## 1736 9 1.545107e+00 1.57392472 -0.34996326 57.91236
## 1737 9 -1.470879e-01 1.57392472 -0.34996326 48.02278
## 1738 9 1.344734e+00 1.57392472 -0.34996326 45.90496
## 1739 9 -4.387721e+00 1.57392472 -0.34996326 47.31001
## 1740 9 7.835197e-01 1.57392472 -0.34996326 59.97890
## 1741 9 2.818863e-01 1.57392472 -0.34996326 61.21845
## 1742 9 -2.174086e+00 1.57392472 -0.34996326 51.21959
## 1743 9 3.658220e-02 1.57392472 -0.34996326 43.43147
## 1744 9 -3.007951e+00 1.57392472 -0.34996326 73.12275
## 1745 9 -2.546008e+00 1.57392472 -0.34996326 48.83938
## 1746 9 1.044325e+00 0.24674939 -0.34996326 50.10393
## 1747 9 1.493578e+00 0.24674939 -0.34996326 42.18976
## 1748 9 3.126855e+00 0.24674939 -0.34996326 38.37955
## 1749 9 8.771155e-01 0.24674939 -0.34996326 38.32555
## 1750 9 -4.587460e+00 0.24674939 -0.34996326 54.20440
## 1751 9 -7.075580e+00 0.24674939 -0.34996326 55.69724
## 1752 9 6.907979e+00 0.24674939 -0.34996326 45.62771
## 1753 9 -2.042337e+00 0.24674939 -0.34996326 44.68422
## 1754 9 4.573188e+00 0.24674939 -0.34996326 30.06137
## 1755 9 -1.126173e+00 0.24674939 -0.34996326 55.69545
## 1756 9 7.952299e-01 0.24674939 -0.34996326 38.78586
## 1757 9 -2.067238e+00 0.24674939 -0.34996326 66.10170
## 1758 9 -1.952075e+00 0.24674939 -0.34996326 52.44229
## 1759 9 4.562179e+00 0.24674939 -0.34996326 63.92636
## 1760 9 -3.735168e+00 0.24674939 -0.34996326 53.23587
## 1761 9 6.321001e+00 0.24674939 -0.34996326 60.37967
## 1762 9 -7.499816e-01 0.24674939 -0.34996326 50.64469
## 1763 9 -2.264220e+00 0.24674939 -0.34996326 49.82457
## 1764 9 1.655377e+00 0.24674939 -0.34996326 42.00813
## 1765 9 -7.740069e+00 0.24674939 -0.34996326 57.02535
## 1766 9 5.881341e+00 0.24674939 -0.34996326 52.56717
## 1767 9 -3.783047e-01 0.24674939 -0.34996326 50.43125
## 1768 9 -1.424168e+00 0.24674939 -0.34996326 51.61451
## 1769 9 2.102275e+00 0.24674939 -0.34996326 53.49051
## 1770 10 -3.278166e+00 -2.27760611 -0.38845018 30.84351
## 1771 10 1.304170e+00 -2.27760611 -0.38845018 55.42921
## 1772 10 -5.364358e-01 -2.27760611 -0.38845018 59.26689
## 1773 10 5.480833e+00 -2.27760611 -0.38845018 59.39574
## 1774 10 -7.665405e+00 -2.27760611 -0.38845018 56.36570
## 1775 10 1.470497e-01 -2.27760611 -0.38845018 34.93153
## 1776 10 -3.061648e+00 -2.27760611 -0.38845018 40.27804
## 1777 10 1.771035e+00 -2.27760611 -0.38845018 38.55968
## 1778 10 -3.289777e+00 -2.27760611 -0.38845018 52.93028
## 1779 10 1.474352e+00 -2.27760611 -0.38845018 48.77361
## 1780 10 -1.553881e+00 -2.27760611 -0.38845018 47.87444
## 1781 10 -6.042795e+00 -2.27760611 -0.38845018 56.40376
## 1782 10 1.719945e+00 -2.27760611 -0.38845018 31.69737
## 1783 10 -2.470623e+00 -2.27760611 -0.38845018 46.68737
## 1784 10 5.465456e+00 -2.27760611 -0.38845018 60.00342
## 1785 10 1.958943e+00 1.56889387 -0.38845018 47.68656
## 1786 10 -3.059809e+00 1.56889387 -0.38845018 53.11615
## 1787 10 -1.918809e+00 1.56889387 -0.38845018 56.56076
## 1788 10 2.437808e+00 1.56889387 -0.38845018 47.70949
## 1789 10 -4.441324e+00 1.56889387 -0.38845018 51.65451
## 1790 10 -2.429248e+00 1.56889387 -0.38845018 35.72792
## 1791 10 2.092948e+00 1.56889387 -0.38845018 51.63946
## 1792 10 3.274129e+00 1.56889387 -0.38845018 56.69960
## 1793 10 -3.955623e+00 1.56889387 -0.38845018 48.82221
## 1794 10 -8.045201e+00 1.56889387 -0.38845018 71.78127
## 1795 10 -4.261013e+00 1.56889387 -0.38845018 42.75115
## 1796 10 1.087244e+00 1.56889387 -0.38845018 54.44965
## 1797 10 5.425118e-01 1.56889387 -0.38845018 44.86686
## 1798 10 3.412197e-01 1.56889387 -0.38845018 50.00018
## 1799 10 2.267236e+00 1.56889387 -0.38845018 52.24467
## 1800 10 2.285310e+00 1.56889387 -0.38845018 46.27425
## 1801 10 8.198593e-01 1.56889387 -0.38845018 47.54485
## 1802 10 -1.369925e+00 7.40001689 -0.38845018 64.36945
## 1803 10 1.338028e+00 7.40001689 -0.38845018 60.98541
## 1804 10 3.953266e+00 7.40001689 -0.38845018 75.18851
## 1805 10 -4.697704e-01 7.40001689 -0.38845018 46.40285
## 1806 10 -3.136666e+00 7.40001689 -0.38845018 60.68591
## 1807 10 2.151738e+00 7.40001689 -0.38845018 39.69556
## 1808 10 2.006812e+00 7.40001689 -0.38845018 60.28781
## 1809 10 7.426878e-01 7.40001689 -0.38845018 54.22650
## 1810 10 3.641786e+00 7.40001689 -0.38845018 43.94979
## 1811 10 -5.238135e-01 7.40001689 -0.38845018 39.09102
## 1812 10 -3.414592e-01 7.40001689 -0.38845018 52.11186
## 1813 10 -3.244044e+00 7.40001689 -0.38845018 30.25760
## 1814 10 1.208837e+00 7.40001689 -0.38845018 53.07304
## 1815 10 -4.903343e+00 7.40001689 -0.38845018 43.67463
## 1816 10 -2.364107e+00 7.40001689 -0.38845018 32.88631
## 1817 10 2.558960e-02 7.40001689 -0.38845018 51.83397
## 1818 10 -4.996198e+00 7.40001689 -0.38845018 47.87365
## 1819 10 1.664915e+00 7.40001689 -0.38845018 49.81989
## 1820 10 -7.155424e+00 0.95408162 -0.38845018 53.49795
## 1821 10 2.043655e-01 0.95408162 -0.38845018 57.93393
## 1822 10 7.782972e-01 0.95408162 -0.38845018 49.91815
## 1823 10 4.532130e+00 0.95408162 -0.38845018 52.25939
## 1824 10 2.526845e+00 0.95408162 -0.38845018 43.59794
## 1825 10 -2.070009e+00 0.95408162 -0.38845018 35.69189
## 1826 10 -2.884555e-01 0.95408162 -0.38845018 49.20046
## 1827 10 -2.010826e+00 0.95408162 -0.38845018 40.37438
## 1828 10 3.686083e+00 0.95408162 -0.38845018 44.25076
## 1829 10 1.094938e+00 0.95408162 -0.38845018 45.30806
## 1830 10 -3.047996e-01 0.95408162 -0.38845018 53.86771
## 1831 10 -6.480125e-01 0.95408162 -0.38845018 45.52111
## 1832 10 -2.291031e-01 0.95408162 -0.38845018 67.00745
## 1833 10 4.687650e+00 0.95408162 -0.38845018 55.00709
## 1834 10 -4.535664e+00 0.95408162 -0.38845018 51.52767
## 1835 10 1.989559e+00 0.95408162 -0.38845018 60.03630
## 1836 10 4.447955e+00 0.95408162 -0.38845018 75.06064
## 1837 10 6.270916e+00 0.62995052 -0.38845018 46.94387
## 1838 10 -2.789226e+00 0.62995052 -0.38845018 46.51702
## 1839 10 1.023616e+00 0.62995052 -0.38845018 60.40472
## 1840 10 4.233684e+00 0.62995052 -0.38845018 43.64631
## 1841 10 -8.385996e+00 0.62995052 -0.38845018 46.23259
## 1842 10 1.254633e+00 0.62995052 -0.38845018 48.23831
## 1843 10 2.281248e+00 0.62995052 -0.38845018 44.64877
## 1844 10 -4.895200e-01 0.62995052 -0.38845018 53.94773
## 1845 10 -5.948579e+00 0.62995052 -0.38845018 54.72453
## 1846 10 1.007393e+00 0.62995052 -0.38845018 50.38182
## 1847 10 2.392441e+00 0.62995052 -0.38845018 52.71529
## 1848 10 2.674404e+00 0.62995052 -0.38845018 49.38772
## 1849 10 -4.522521e+00 0.62995052 -0.38845018 50.86361
## 1850 10 -2.202889e+00 0.62995052 -0.38845018 47.68663
## 1851 10 -3.376287e+00 0.62995052 -0.38845018 60.24124
## 1852 10 -4.538366e+00 0.62995052 -0.38845018 51.69635
## 1853 10 3.938476e+00 0.62995052 -0.38845018 42.00676
## 1854 10 7.142681e+00 0.62995052 -0.38845018 48.39174
## 1855 10 8.940919e-01 0.62995052 -0.38845018 39.38967
## 1856 10 -6.887986e-01 0.62995052 -0.38845018 54.07166
## 1857 10 3.367059e-01 0.62995052 -0.38845018 52.22422
## 1858 10 -4.907972e+00 0.62995052 -0.38845018 49.30753
## 1859 10 3.532045e+00 1.06941596 -0.38845018 47.05237
## 1860 10 2.469237e+00 1.06941596 -0.38845018 59.18735
## 1861 10 -1.174731e+00 1.06941596 -0.38845018 42.07085
## 1862 10 -3.053290e+00 1.06941596 -0.38845018 50.36943
## 1863 10 6.374162e+00 1.06941596 -0.38845018 43.45450
## 1864 10 4.899869e-01 1.06941596 -0.38845018 34.80227
## 1865 10 5.757105e+00 1.06941596 -0.38845018 49.39116
## 1866 10 -4.098788e-01 1.06941596 -0.38845018 48.55544
## 1867 10 4.938913e+00 1.06941596 -0.38845018 53.31078
## 1868 10 5.581849e-01 1.06941596 -0.38845018 39.32914
## 1869 10 1.451709e+00 1.06941596 -0.38845018 53.22019
## 1870 10 -2.071626e+00 1.06941596 -0.38845018 47.93904
## 1871 10 -9.129284e+00 1.06941596 -0.38845018 38.01202
## 1872 10 -7.604261e-01 1.06941596 -0.38845018 54.94718
## 1873 10 3.340837e+00 1.06941596 -0.38845018 54.03617
## 1874 10 -7.548495e-01 1.06941596 -0.38845018 54.73236
## 1875 10 -5.892314e+00 1.06941596 -0.38845018 52.03750
## 1876 10 -3.201605e-01 1.06941596 -0.38845018 43.76124
## 1877 10 4.324501e+00 1.06941596 -0.38845018 64.58273
## 1878 10 -2.887759e+00 1.06941596 -0.38845018 39.21386
## 1879 10 6.125742e+00 1.06941596 -0.38845018 52.42484
## 1880 10 1.242478e+00 -5.15138520 -0.38845018 61.20998
## 1881 10 1.090011e+00 -5.15138520 -0.38845018 45.95775
## 1882 10 3.389102e+00 -5.15138520 -0.38845018 44.87589
## 1883 10 1.892393e+00 -5.15138520 -0.38845018 51.46699
## 1884 10 7.176941e-01 -5.15138520 -0.38845018 49.59890
## 1885 10 1.504794e+00 -5.15138520 -0.38845018 37.26779
## 1886 10 5.786548e+00 -5.15138520 -0.38845018 40.06667
## 1887 10 -3.900006e+00 -5.15138520 -0.38845018 56.39297
## 1888 10 2.223229e+00 -5.15138520 -0.38845018 61.26825
## 1889 10 -3.594524e-01 -5.15138520 -0.38845018 51.85653
## 1890 10 -4.382573e+00 -5.15138520 -0.38845018 46.12691
## 1891 10 1.334883e+00 -5.15138520 -0.38845018 53.61312
## 1892 10 -3.194548e+00 -5.15138520 -0.38845018 62.81177
## 1893 10 -1.757446e+00 -5.15138520 -0.38845018 45.15649
## 1894 10 -2.077673e+00 -5.15138520 -0.38845018 55.36327
## 1895 10 -2.393709e+00 -5.15138520 -0.38845018 40.70719
## 1896 10 -4.883070e+00 -5.15138520 -0.38845018 49.20996
## 1897 10 -4.700352e+00 -5.15138520 -0.38845018 42.79442
## 1898 10 -7.594732e-01 -5.15138520 -0.38845018 67.09087
## 1899 10 1.267818e+00 0.86991600 -0.38845018 46.83405
## 1900 10 -1.475438e+00 0.86991600 -0.38845018 36.27522
## 1901 10 -4.896003e+00 0.86991600 -0.38845018 46.93938
## 1902 10 -4.382814e+00 0.86991600 -0.38845018 46.24762
## 1903 10 -2.737761e+00 0.86991600 -0.38845018 53.56488
## 1904 10 1.234410e-01 0.86991600 -0.38845018 62.57522
## 1905 10 2.343919e-01 0.86991600 -0.38845018 52.71983
## 1906 10 -7.470626e+00 0.86991600 -0.38845018 53.82009
## 1907 10 1.550331e+00 0.86991600 -0.38845018 52.26855
## 1908 10 -3.721568e+00 0.86991600 -0.38845018 53.92980
## 1909 10 2.490175e+00 0.86991600 -0.38845018 53.34215
## 1910 10 2.337681e+00 0.86991600 -0.38845018 58.86273
## 1911 10 -1.509452e+00 0.86991600 -0.38845018 65.36149
## 1912 10 -4.262660e+00 0.86991600 -0.38845018 46.14871
## 1913 10 1.568950e-01 0.86991600 -0.38845018 53.23039
## 1914 10 -4.071970e+00 3.23889973 -0.38845018 46.96543
## 1915 10 -2.376194e+00 3.23889973 -0.38845018 52.03477
## 1916 10 -3.897185e+00 3.23889973 -0.38845018 38.43061
## 1917 10 -2.916335e+00 3.23889973 -0.38845018 47.72942
## 1918 10 -7.607569e+00 3.23889973 -0.38845018 51.03230
## 1919 10 -2.349474e+00 3.23889973 -0.38845018 61.40471
## 1920 10 6.300397e+00 3.23889973 -0.38845018 49.95374
## 1921 10 -9.203953e-01 3.23889973 -0.38845018 58.84383
## 1922 10 -1.444129e+00 3.23889973 -0.38845018 45.91106
## 1923 10 3.246395e+00 3.23889973 -0.38845018 45.09069
## 1924 10 1.340012e+00 3.23889973 -0.38845018 54.94794
## 1925 10 9.783177e-01 3.23889973 -0.38845018 58.01417
## 1926 10 1.233386e+00 3.23889973 -0.38845018 57.80034
## 1927 10 -2.672296e+00 3.23889973 -0.38845018 62.54519
## 1928 10 3.896959e+00 3.23889973 -0.38845018 56.74835
## 1929 10 -8.649431e-01 3.23889973 -0.38845018 33.51466
## 1930 10 2.283274e+00 3.23889973 -0.38845018 46.18699
## 1931 10 1.830580e+00 3.23889973 -0.38845018 51.53146
## 1932 10 -7.950927e+00 3.23889973 -0.38845018 64.23507
## 1933 10 4.794872e+00 3.23889973 -0.38845018 55.78665
## 1934 10 3.562469e+00 3.23889973 -0.38845018 59.40181
## 1935 10 -1.712772e+00 3.23889973 -0.38845018 32.09624
## 1936 10 -3.630239e+00 3.23889973 -0.38845018 39.39994
## 1937 10 -1.831167e+00 3.23889973 -0.38845018 53.57913
## 1938 10 -3.104433e+00 3.23889973 -0.38845018 39.25860
## 1939 10 -1.128033e+00 0.96473711 -0.38845018 56.72631
## 1940 10 4.727608e+00 0.96473711 -0.38845018 52.56455
## 1941 10 9.406332e-01 0.96473711 -0.38845018 57.39240
## 1942 10 -4.235636e-02 0.96473711 -0.38845018 54.81901
## 1943 10 -3.546541e+00 0.96473711 -0.38845018 61.12930
## 1944 10 1.788134e+00 0.96473711 -0.38845018 42.49987
## 1945 10 -5.332707e+00 0.96473711 -0.38845018 51.53040
## 1946 10 1.726046e+00 0.96473711 -0.38845018 55.04720
## 1947 10 5.967910e+00 0.96473711 -0.38845018 43.53111
## 1948 10 3.263212e+00 0.96473711 -0.38845018 55.32065
## 1949 10 1.431474e+00 0.96473711 -0.38845018 43.14867
## 1950 10 2.653708e+00 0.96473711 -0.38845018 57.39587
## 1951 10 3.613306e+00 0.96473711 -0.38845018 53.83656
## 1952 10 -2.195883e+00 0.96473711 -0.38845018 56.96888
## 1953 10 3.878943e+00 0.96473711 -0.38845018 52.28438
## 1954 10 8.666094e+00 0.96473711 -0.38845018 51.21448
## 1955 10 3.598311e+00 0.96473711 -0.38845018 49.39775
## 1956 10 -5.178443e-01 0.96473711 -0.38845018 52.73757
## 1957 10 -5.743610e+00 0.96473711 -0.38845018 36.04337
## 1958 10 -2.310058e+00 0.96473711 -0.38845018 69.38848
## 1959 11 -6.029251e+00 -1.61376932 -1.48648924 61.75859
## 1960 11 3.708102e+00 -1.61376932 -1.48648924 65.98023
## 1961 11 -4.491616e-01 -1.61376932 -1.48648924 51.35763
## 1962 11 -5.714416e+00 -1.61376932 -1.48648924 59.07448
## 1963 11 -3.977171e-01 -1.61376932 -1.48648924 50.80070
## 1964 11 -5.416448e+00 -1.61376932 -1.48648924 47.07681
## 1965 11 1.909930e+00 -1.61376932 -1.48648924 41.54516
## 1966 11 6.343206e-01 -1.61376932 -1.48648924 51.40791
## 1967 11 4.403058e+00 -1.61376932 -1.48648924 41.92130
## 1968 11 4.060381e+00 -1.61376932 -1.48648924 52.07464
## 1969 11 -4.371529e-01 -1.61376932 -1.48648924 60.85855
## 1970 11 6.285761e-01 -1.61376932 -1.48648924 54.51129
## 1971 11 2.182446e+00 -1.61376932 -1.48648924 57.20174
## 1972 11 -1.785338e+00 -1.61376932 -1.48648924 52.46672
## 1973 11 -4.763983e-01 -1.61376932 -1.48648924 51.12596
## 1974 11 2.739541e+00 -1.61376932 -1.48648924 59.96057
## 1975 11 2.878913e+00 -1.61376932 -1.48648924 45.03281
## 1976 11 -5.625200e-01 -1.61376932 -1.48648924 51.62473
## 1977 11 -1.901878e+00 -3.49176577 -1.48648924 59.51021
## 1978 11 -4.214435e+00 -3.49176577 -1.48648924 40.71258
## 1979 11 1.241636e+00 -3.49176577 -1.48648924 52.08593
## 1980 11 3.679496e+00 -3.49176577 -1.48648924 50.90454
## 1981 11 -4.462622e+00 -3.49176577 -1.48648924 60.85669
## 1982 11 -4.109489e-02 -3.49176577 -1.48648924 60.03540
## 1983 11 1.188898e+00 -3.49176577 -1.48648924 64.12615
## 1984 11 4.829439e+00 -3.49176577 -1.48648924 42.95257
## 1985 11 3.328921e+00 -3.49176577 -1.48648924 48.49730
## 1986 11 1.770319e+00 -3.49176577 -1.48648924 52.81637
## 1987 11 -2.234444e+00 -3.49176577 -1.48648924 37.27653
## 1988 11 1.049887e-01 -3.49176577 -1.48648924 65.46872
## 1989 11 -4.730670e+00 -3.49176577 -1.48648924 59.14396
## 1990 11 3.204172e+00 -3.49176577 -1.48648924 53.64332
## 1991 11 -5.709381e-01 -3.49176577 -1.48648924 52.75746
## 1992 11 9.999106e-01 -3.49176577 -1.48648924 48.89663
## 1993 11 -1.894521e+00 -3.49176577 -1.48648924 48.58225
## 1994 11 -2.952289e+00 -3.49176577 -1.48648924 48.34449
## 1995 11 -5.491864e-01 -3.49176577 -1.48648924 64.62158
## 1996 11 2.592882e+00 -3.49176577 -1.48648924 43.22197
## 1997 11 5.790445e-01 -3.49176577 -1.48648924 48.43725
## 1998 11 9.727676e-01 -3.49176577 -1.48648924 54.15095
## 1999 11 4.926993e-01 -3.49176577 -1.48648924 60.17768
## 2000 11 7.303675e+00 -3.49176577 -1.48648924 60.41164
## 2001 11 9.672628e-02 -3.49176577 -1.48648924 53.57564
## 2002 11 2.219555e+00 0.36816527 -1.48648924 41.34426
## 2003 11 -8.976249e+00 0.36816527 -1.48648924 68.93597
## 2004 11 1.714063e+00 0.36816527 -1.48648924 45.96414
## 2005 11 2.634993e+00 0.36816527 -1.48648924 54.12227
## 2006 11 7.793756e+00 0.36816527 -1.48648924 61.15603
## 2007 11 -3.902004e-01 0.36816527 -1.48648924 34.43178
## 2008 11 -2.862976e+00 0.36816527 -1.48648924 53.58626
## 2009 11 3.727362e+00 0.36816527 -1.48648924 45.87190
## 2010 11 -1.259266e+00 0.36816527 -1.48648924 49.85756
## 2011 11 -2.681350e+00 0.36816527 -1.48648924 55.30284
## 2012 11 5.834060e-01 0.36816527 -1.48648924 63.51585
## 2013 11 2.776390e+00 0.36816527 -1.48648924 44.27868
## 2014 11 -1.743750e+00 0.36816527 -1.48648924 36.92147
## 2015 11 4.472409e+00 0.36816527 -1.48648924 43.89161
## 2016 11 3.949938e+00 0.36816527 -1.48648924 41.48951
## 2017 11 -4.424947e+00 0.36816527 -1.48648924 54.01000
## 2018 11 2.618496e+00 2.49627815 -1.48648924 65.71203
## 2019 11 -9.806351e-01 2.49627815 -1.48648924 62.31286
## 2020 11 1.807797e+00 2.49627815 -1.48648924 23.57377
## 2021 11 -5.543166e+00 2.49627815 -1.48648924 51.58880
## 2022 11 1.777037e+00 2.49627815 -1.48648924 54.33922
## 2023 11 -6.916541e-01 2.49627815 -1.48648924 58.39239
## 2024 11 -8.420662e-01 2.49627815 -1.48648924 40.61217
## 2025 11 -8.824625e+00 2.49627815 -1.48648924 49.21163
## 2026 11 -8.422119e+00 2.49627815 -1.48648924 38.41953
## 2027 11 3.489700e+00 2.49627815 -1.48648924 25.93611
## 2028 11 5.613260e+00 2.49627815 -1.48648924 43.76565
## 2029 11 1.516975e+00 2.49627815 -1.48648924 48.05344
## 2030 11 1.572516e+00 2.49627815 -1.48648924 57.63911
## 2031 11 -2.050613e+00 2.49627815 -1.48648924 56.33155
## 2032 11 -1.729956e+00 2.49627815 -1.48648924 44.80302
## 2033 11 4.758400e+00 2.49627815 -1.48648924 45.50866
## 2034 11 6.957213e-01 2.49627815 -1.48648924 47.81194
## 2035 11 -4.191097e+00 2.49627815 -1.48648924 34.10079
## 2036 11 -2.851610e+00 2.49627815 -1.48648924 55.49622
## 2037 11 -2.465237e+00 2.49627815 -1.48648924 36.17089
## 2038 11 -1.036784e+00 2.49627815 -1.48648924 40.30006
## 2039 11 -5.057365e-01 2.49627815 -1.48648924 50.42971
## 2040 11 -1.937367e+00 2.49627815 -1.48648924 47.18398
## 2041 11 -3.633274e-01 2.49627815 -1.48648924 36.71233
## 2042 11 1.690330e+00 -0.26975654 -1.48648924 53.92468
## 2043 11 -2.096450e+00 -0.26975654 -1.48648924 62.72487
## 2044 11 2.679754e-01 -0.26975654 -1.48648924 69.85252
## 2045 11 -8.549567e-01 -0.26975654 -1.48648924 62.47508
## 2046 11 2.696323e+00 -0.26975654 -1.48648924 56.41125
## 2047 11 -4.669627e-01 -0.26975654 -1.48648924 63.98996
## 2048 11 -4.397250e+00 -0.26975654 -1.48648924 62.61068
## 2049 11 -2.408601e+00 -0.26975654 -1.48648924 56.67133
## 2050 11 2.898589e+00 -0.26975654 -1.48648924 58.16975
## 2051 11 1.382776e+00 -0.26975654 -1.48648924 60.58100
## 2052 11 3.274256e+00 -0.26975654 -1.48648924 56.49128
## 2053 11 -4.021730e+00 -0.26975654 -1.48648924 55.28783
## 2054 11 -1.896316e+00 -0.26975654 -1.48648924 47.27877
## 2055 11 2.387890e+00 -0.26975654 -1.48648924 40.38264
## 2056 11 -1.459895e-01 -0.26975654 -1.48648924 47.03971
## 2057 11 4.170338e+00 -0.26975654 -1.48648924 49.14477
## 2058 11 1.171253e+00 -0.26975654 -1.48648924 53.62456
## 2059 11 -6.037069e-01 -0.26975654 -1.48648924 43.40527
## 2060 11 4.086463e+00 -0.26975654 -1.48648924 50.02442
## 2061 11 -2.869510e+00 -0.26975654 -1.48648924 36.42341
## 2062 11 -4.715363e+00 -0.26975654 -1.48648924 53.28799
## 2063 11 -3.726514e+00 -2.63352120 -1.48648924 47.97081
## 2064 11 -1.207669e+00 -2.63352120 -1.48648924 55.76271
## 2065 11 -1.939678e+00 -2.63352120 -1.48648924 49.48718
## 2066 11 -8.111798e-01 -2.63352120 -1.48648924 54.50093
## 2067 11 9.213528e-01 -2.63352120 -1.48648924 56.77751
## 2068 11 -3.478464e+00 -2.63352120 -1.48648924 44.92478
## 2069 11 6.191999e+00 -2.63352120 -1.48648924 57.97331
## 2070 11 4.499728e+00 -2.63352120 -1.48648924 58.20723
## 2071 11 -1.433327e+00 -2.63352120 -1.48648924 67.88944
## 2072 11 3.734768e+00 -2.63352120 -1.48648924 57.30500
## 2073 11 -1.029383e+00 -2.63352120 -1.48648924 68.58094
## 2074 11 -3.252627e+00 -2.63352120 -1.48648924 43.92520
## 2075 11 -4.878670e+00 -2.63352120 -1.48648924 45.82608
## 2076 11 8.352688e-01 -2.63352120 -1.48648924 66.54895
## 2077 11 -4.095601e-02 -2.63352120 -1.48648924 55.11730
## 2078 11 7.489517e-01 -2.63352120 -1.48648924 36.60799
## 2079 11 -6.252524e-02 -2.63352120 -1.48648924 47.04263
## 2080 11 -6.050431e+00 -2.63352120 -1.48648924 43.19999
## 2081 11 1.344656e+00 -2.63352120 -1.48648924 58.92169
## 2082 11 1.805615e+00 -2.63352120 -1.48648924 55.75642
## 2083 11 2.752867e+00 -2.63352120 -1.48648924 47.95440
## 2084 11 -1.033722e+00 0.66666771 -1.48648924 41.96283
## 2085 11 2.502024e-01 0.66666771 -1.48648924 43.69231
## 2086 11 -2.188093e+00 0.66666771 -1.48648924 59.31705
## 2087 11 3.478735e+00 0.66666771 -1.48648924 54.87156
## 2088 11 2.104329e-01 0.66666771 -1.48648924 46.86910
## 2089 11 -4.721815e-01 0.66666771 -1.48648924 39.15461
## 2090 11 -1.064391e+00 0.66666771 -1.48648924 43.84589
## 2091 11 -1.616545e+00 0.66666771 -1.48648924 44.55479
## 2092 11 1.343875e+00 0.66666771 -1.48648924 46.24806
## 2093 11 8.786144e-02 0.66666771 -1.48648924 56.55139
## 2094 11 -4.322747e+00 0.66666771 -1.48648924 55.04639
## 2095 11 -7.714960e+00 0.66666771 -1.48648924 44.57609
## 2096 11 4.895919e+00 0.66666771 -1.48648924 46.69234
## 2097 11 4.685315e+00 0.66666771 -1.48648924 45.25016
## 2098 11 -5.873480e-01 0.66666771 -1.48648924 56.82867
## 2099 11 -8.889048e-01 0.66666771 -1.48648924 51.37212
## 2100 11 1.988477e-01 0.66666771 -1.48648924 51.29511
## 2101 11 -7.627223e-01 0.66666771 -1.48648924 56.45367
## 2102 11 -3.259146e+00 0.66666771 -1.48648924 54.43266
## 2103 11 -1.226822e+00 0.66666771 -1.48648924 52.49966
## 2104 11 -5.211531e+00 1.41335241 -1.48648924 44.50534
## 2105 11 6.727119e+00 1.41335241 -1.48648924 52.13496
## 2106 11 -1.745986e+00 1.41335241 -1.48648924 49.66386
## 2107 11 -2.598875e+00 1.41335241 -1.48648924 54.41983
## 2108 11 4.612751e+00 1.41335241 -1.48648924 50.78097
## 2109 11 -2.071684e-01 1.41335241 -1.48648924 41.37885
## 2110 11 2.811431e+00 1.41335241 -1.48648924 51.61929
## 2111 11 -9.669831e+00 1.41335241 -1.48648924 54.22524
## 2112 11 2.629599e+00 1.41335241 -1.48648924 57.30506
## 2113 11 1.025436e+00 1.41335241 -1.48648924 50.14411
## 2114 11 2.814158e+00 1.41335241 -1.48648924 53.86066
## 2115 11 1.335460e+00 1.41335241 -1.48648924 46.24486
## 2116 11 1.625604e+00 1.41335241 -1.48648924 24.73133
## 2117 11 -5.286371e+00 1.41335241 -1.48648924 43.95503
## 2118 11 -1.087959e+00 1.41335241 -1.48648924 48.35108
## 2119 11 3.835772e-01 1.41335241 -1.48648924 45.78386
## 2120 11 -2.022267e-01 1.41335241 -1.48648924 45.17310
## 2121 11 -9.174154e-01 1.41335241 -1.48648924 54.83924
## 2122 11 -1.310529e+00 5.00916728 -1.48648924 38.47424
## 2123 11 8.206564e-01 5.00916728 -1.48648924 55.84101
## 2124 11 1.998979e+00 5.00916728 -1.48648924 51.67724
## 2125 11 7.096436e-01 5.00916728 -1.48648924 47.73485
## 2126 11 -2.242678e-01 5.00916728 -1.48648924 46.64832
## 2127 11 3.165899e+00 5.00916728 -1.48648924 54.75531
## 2128 11 -9.967106e-01 5.00916728 -1.48648924 56.90872
## 2129 11 -8.109255e+00 5.00916728 -1.48648924 56.68741
## 2130 11 3.254154e+00 5.00916728 -1.48648924 50.59386
## 2131 11 -3.141925e+00 5.00916728 -1.48648924 41.21725
## 2132 11 -5.720909e-01 5.00916728 -1.48648924 55.99173
## 2133 11 2.450456e+00 5.00916728 -1.48648924 70.62527
## 2134 11 2.813045e+00 5.00916728 -1.48648924 54.76886
## 2135 11 3.109158e+00 5.00916728 -1.48648924 49.15033
## 2136 11 -2.514424e+00 5.00916728 -1.48648924 40.57994
## 2137 11 -4.963833e+00 5.00916728 -1.48648924 44.22947
## 2138 11 -1.295857e+00 5.00916728 -1.48648924 61.65385
## 2139 11 -2.094876e+00 5.00916728 -1.48648924 60.92532
## 2140 11 -7.267363e+00 5.00916728 -1.48648924 44.25715
## 2141 11 -3.034739e+00 5.00916728 -1.48648924 49.40894
## 2142 11 2.232788e-01 5.00916728 -1.48648924 55.98809
## 2143 11 2.638754e+00 5.00916728 -1.48648924 33.00342
## 2144 11 1.700653e+00 5.00916728 -1.48648924 41.93789
## 2145 11 2.351866e+00 5.00916728 -1.48648924 53.22144
## 2146 11 1.306837e+00 5.00916728 -1.48648924 46.53999
## 2147 11 -1.783147e+00 -0.33307045 -1.48648924 64.79788
## 2148 11 -1.264342e+00 -0.33307045 -1.48648924 49.23417
## 2149 11 -1.456407e+00 -0.33307045 -1.48648924 65.37862
## 2150 11 1.576237e+00 -0.33307045 -1.48648924 43.96167
## 2151 11 4.698993e+00 -0.33307045 -1.48648924 58.35674
## 2152 11 -4.530306e-01 -0.33307045 -1.48648924 42.31194
## 2153 11 4.083626e+00 -0.33307045 -1.48648924 61.93615
## 2154 11 -3.736887e-01 -0.33307045 -1.48648924 50.81866
## 2155 11 -5.253549e+00 -0.33307045 -1.48648924 56.21464
## 2156 11 -1.757539e+00 -0.33307045 -1.48648924 45.98022
## 2157 11 -5.297967e+00 -0.33307045 -1.48648924 62.78286
## 2158 11 -9.276873e-01 -0.33307045 -1.48648924 66.24654
## 2159 11 6.490330e-01 -0.33307045 -1.48648924 61.18002
## 2160 11 -1.170591e+00 -0.33307045 -1.48648924 68.34528
## 2161 11 7.195955e+00 -0.33307045 -1.48648924 42.82491
## 2162 12 1.592253e+00 2.03320334 1.58336308 46.55270
## 2163 12 7.149060e-01 2.03320334 1.58336308 47.42588
## 2164 12 7.591860e+00 2.03320334 1.58336308 36.03256
## 2165 12 4.621523e-01 2.03320334 1.58336308 47.36813
## 2166 12 5.038475e-01 2.03320334 1.58336308 34.76107
## 2167 12 1.606124e-01 2.03320334 1.58336308 49.07796
## 2168 12 -1.268129e+00 2.03320334 1.58336308 40.08136
## 2169 12 1.865315e+00 2.03320334 1.58336308 51.30223
## 2170 12 3.597032e+00 2.03320334 1.58336308 53.14322
## 2171 12 6.069401e+00 2.03320334 1.58336308 40.83457
## 2172 12 2.012171e+00 2.03320334 1.58336308 40.83636
## 2173 12 6.239725e-01 2.03320334 1.58336308 68.74493
## 2174 12 6.830992e-01 2.03320334 1.58336308 55.77187
## 2175 12 -2.490060e+00 2.03320334 1.58336308 58.38468
## 2176 12 1.967285e+00 2.03320334 1.58336308 54.29976
## 2177 12 -1.700209e+00 2.85019642 1.58336308 54.97778
## 2178 12 3.395864e+00 2.85019642 1.58336308 53.61569
## 2179 12 -3.174003e+00 2.85019642 1.58336308 36.54053
## 2180 12 -4.526844e+00 2.85019642 1.58336308 50.50708
## 2181 12 2.676502e+00 2.85019642 1.58336308 55.27459
## 2182 12 -3.061590e+00 2.85019642 1.58336308 45.55274
## 2183 12 -2.861110e+00 2.85019642 1.58336308 34.82232
## 2184 12 -3.329959e+00 2.85019642 1.58336308 55.44883
## 2185 12 8.119448e-01 2.85019642 1.58336308 58.15893
## 2186 12 -2.359100e+00 2.85019642 1.58336308 52.81119
## 2187 12 4.002266e-01 2.85019642 1.58336308 59.27132
## 2188 12 -3.162838e+00 2.85019642 1.58336308 56.67579
## 2189 12 2.385958e+00 2.85019642 1.58336308 38.75914
## 2190 12 -1.592962e+00 2.85019642 1.58336308 50.17906
## 2191 12 3.098171e+00 2.85019642 1.58336308 62.23353
## 2192 12 6.369539e+00 2.85019642 1.58336308 49.00890
## 2193 12 4.572288e+00 0.02392667 1.58336308 43.14581
## 2194 12 -4.220033e+00 0.02392667 1.58336308 32.63735
## 2195 12 -6.963307e-01 0.02392667 1.58336308 42.03570
## 2196 12 -2.767990e+00 0.02392667 1.58336308 45.30409
## 2197 12 4.492383e+00 0.02392667 1.58336308 46.60625
## 2198 12 -2.717559e+00 0.02392667 1.58336308 50.60390
## 2199 12 1.930230e-01 0.02392667 1.58336308 44.42475
## 2200 12 6.614039e+00 0.02392667 1.58336308 43.20940
## 2201 12 -2.222483e+00 0.02392667 1.58336308 48.25098
## 2202 12 -8.971072e-01 0.02392667 1.58336308 42.73240
## 2203 12 -2.758499e-01 0.02392667 1.58336308 53.00002
## 2204 12 -6.424109e-01 0.02392667 1.58336308 43.91607
## 2205 12 2.153104e+00 0.02392667 1.58336308 53.36769
## 2206 12 -5.447964e+00 0.02392667 1.58336308 42.69275
## 2207 12 -6.661088e-01 0.02392667 1.58336308 49.45055
## 2208 12 -3.281535e+00 0.02392667 1.58336308 63.17730
## 2209 12 -2.420682e+00 0.02392667 1.58336308 54.33854
## 2210 12 -1.322038e+00 0.02392667 1.58336308 59.46996
## 2211 12 1.459998e+00 0.02392667 1.58336308 49.78833
## 2212 12 -8.515958e-01 1.16484617 1.58336308 56.71772
## 2213 12 -1.662715e+00 1.16484617 1.58336308 77.65340
## 2214 12 3.394480e+00 1.16484617 1.58336308 52.06597
## 2215 12 -2.187626e+00 1.16484617 1.58336308 45.62500
## 2216 12 -1.622932e+00 1.16484617 1.58336308 51.93616
## 2217 12 5.715470e-01 1.16484617 1.58336308 31.18797
## 2218 12 1.420939e+00 1.16484617 1.58336308 61.00931
## 2219 12 -1.797758e+00 1.16484617 1.58336308 49.18669
## 2220 12 -5.179664e+00 1.16484617 1.58336308 46.91589
## 2221 12 6.908924e-01 1.16484617 1.58336308 45.01986
## 2222 12 7.262813e-01 1.16484617 1.58336308 53.53018
## 2223 12 -1.687829e+00 1.16484617 1.58336308 67.58582
## 2224 12 1.183446e+00 1.16484617 1.58336308 44.84977
## 2225 12 -8.674113e-01 1.16484617 1.58336308 32.06945
## 2226 12 -2.323741e+00 1.16484617 1.58336308 58.92853
## 2227 12 4.015113e+00 1.16484617 1.58336308 55.85135
## 2228 12 -5.670043e+00 1.16484617 1.58336308 36.78376
## 2229 12 -1.717260e+00 1.16484617 1.58336308 50.75745
## 2230 12 -4.765878e+00 1.16484617 1.58336308 57.81231
## 2231 12 5.020344e+00 1.16484617 1.58336308 58.81032
## 2232 12 6.766459e+00 1.16484617 1.58336308 50.27402
## 2233 12 3.813434e+00 1.16484617 1.58336308 49.83776
## 2234 12 -4.270061e+00 1.16484617 1.58336308 50.21371
## 2235 12 -1.868570e+00 1.16484617 1.58336308 52.58915
## 2236 12 -1.378541e+00 1.16484617 1.58336308 53.88224
## 2237 12 -1.272267e+00 -0.21914463 1.58336308 49.51535
## 2238 12 -3.683187e+00 -0.21914463 1.58336308 64.53477
## 2239 12 -2.350080e+00 -0.21914463 1.58336308 36.38783
## 2240 12 2.864585e-01 -0.21914463 1.58336308 60.79919
## 2241 12 -1.692020e+00 -0.21914463 1.58336308 42.81940
## 2242 12 3.069044e+00 -0.21914463 1.58336308 46.89378
## 2243 12 3.050675e+00 -0.21914463 1.58336308 45.27088
## 2244 12 4.218053e+00 -0.21914463 1.58336308 44.62366
## 2245 12 -4.501276e+00 -0.21914463 1.58336308 42.86484
## 2246 12 -1.545041e+00 -0.21914463 1.58336308 46.67231
## 2247 12 2.977764e+00 -0.21914463 1.58336308 51.03686
## 2248 12 -3.688887e+00 -0.21914463 1.58336308 38.39568
## 2249 12 2.379910e+00 -0.21914463 1.58336308 52.93640
## 2250 12 3.412807e+00 -0.21914463 1.58336308 41.63750
## 2251 12 8.408506e-01 -0.21914463 1.58336308 52.06645
## 2252 12 3.197513e+00 -0.21914463 1.58336308 59.39915
## 2253 12 -3.444170e+00 -0.21914463 1.58336308 43.98184
## 2254 12 -2.551721e+00 -0.21914463 1.58336308 66.53833
## 2255 12 5.212296e+00 -0.21914463 1.58336308 31.19492
## 2256 12 8.479573e-01 -0.21914463 1.58336308 45.55234
## 2257 12 -1.531098e+00 -0.21914463 1.58336308 38.03165
## 2258 12 -1.989516e+00 -0.21914463 1.58336308 39.24731
## 2259 12 -1.187593e+00 -0.21914463 1.58336308 47.45948
## 2260 12 1.489190e+00 0.61216588 1.58336308 46.11411
## 2261 12 -1.574645e+00 0.61216588 1.58336308 39.57886
## 2262 12 -3.351607e-01 0.61216588 1.58336308 47.75138
## 2263 12 -3.258224e+00 0.61216588 1.58336308 58.17959
## 2264 12 1.060347e+00 0.61216588 1.58336308 51.02672
## 2265 12 4.952240e+00 0.61216588 1.58336308 44.86489
## 2266 12 -3.221892e+00 0.61216588 1.58336308 46.07070
## 2267 12 -5.088459e-01 0.61216588 1.58336308 50.23986
## 2268 12 4.215611e-02 0.61216588 1.58336308 57.10082
## 2269 12 2.445013e-01 0.61216588 1.58336308 49.51483
## 2270 12 -9.032406e-01 0.61216588 1.58336308 50.79082
## 2271 12 -3.966035e+00 0.61216588 1.58336308 54.98776
## 2272 12 -9.027342e-01 0.61216588 1.58336308 49.72432
## 2273 12 -2.821708e+00 0.61216588 1.58336308 42.30931
## 2274 12 -1.874226e+00 0.61216588 1.58336308 66.71869
## 2275 12 -3.827459e-01 0.61216588 1.58336308 46.28931
## 2276 12 4.049732e+00 0.61216588 1.58336308 52.81353
## 2277 12 1.731233e+00 0.61216588 1.58336308 56.15727
## 2278 12 1.281178e+00 0.61216588 1.58336308 58.88829
## 2279 12 2.497838e+00 0.61216588 1.58336308 30.23140
## 2280 12 -2.740772e+00 5.13247362 1.58336308 50.36848
## 2281 12 2.515293e+00 5.13247362 1.58336308 41.33789
## 2282 12 -7.994335e-02 5.13247362 1.58336308 54.34296
## 2283 12 -1.507441e+00 5.13247362 1.58336308 61.63482
## 2284 12 -6.921912e-02 5.13247362 1.58336308 48.76190
## 2285 12 -8.507564e-03 5.13247362 1.58336308 50.11822
## 2286 12 1.587336e+00 5.13247362 1.58336308 53.37998
## 2287 12 2.493456e+00 5.13247362 1.58336308 65.62245
## 2288 12 -8.115372e+00 5.13247362 1.58336308 49.45279
## 2289 12 3.122102e+00 5.13247362 1.58336308 40.74361
## 2290 12 2.092841e+00 5.13247362 1.58336308 60.40480
## 2291 12 -3.201921e-01 5.13247362 1.58336308 44.89384
## 2292 12 -3.975478e+00 5.13247362 1.58336308 55.25526
## 2293 12 1.162555e+00 5.13247362 1.58336308 71.19376
## 2294 12 5.358149e+00 5.13247362 1.58336308 49.71136
## 2295 12 -4.816212e-02 5.13247362 1.58336308 42.33025
## 2296 12 -4.389701e+00 5.13247362 1.58336308 56.84623
## 2297 12 1.890279e+00 5.13247362 1.58336308 61.43147
## 2298 12 -5.241214e+00 5.13247362 1.58336308 49.64193
## 2299 12 -4.670055e+00 5.13247362 1.58336308 50.74330
## 2300 12 -2.471446e+00 -3.27504934 1.58336308 55.50814
## 2301 12 -4.288338e+00 -3.27504934 1.58336308 49.92713
## 2302 12 -1.283116e+00 -3.27504934 1.58336308 50.45427
## 2303 12 3.077021e-01 -3.27504934 1.58336308 49.14586
## 2304 12 -6.481023e-02 -3.27504934 1.58336308 44.50106
## 2305 12 -1.717316e+00 -3.27504934 1.58336308 65.11293
## 2306 12 6.938486e-01 -3.27504934 1.58336308 58.82659
## 2307 12 -6.269758e+00 -3.27504934 1.58336308 48.30713
## 2308 12 -1.546708e+00 -3.27504934 1.58336308 51.19548
## 2309 12 -5.662642e-01 -3.27504934 1.58336308 57.84712
## 2310 12 -2.711148e+00 -3.27504934 1.58336308 45.48209
## 2311 12 3.576585e+00 -3.27504934 1.58336308 43.27910
## 2312 12 2.112416e-01 -3.27504934 1.58336308 33.45649
## 2313 12 2.062741e+00 -3.27504934 1.58336308 51.59860
## 2314 12 3.287041e+00 -3.27504934 1.58336308 43.78553
## 2315 12 5.447048e+00 -3.27504934 1.58336308 52.26276
## 2316 12 -1.888233e+00 -3.27504934 1.58336308 40.21832
## 2317 12 1.541741e+00 -0.79955796 1.58336308 59.04186
## 2318 12 -4.566041e-01 -0.79955796 1.58336308 55.44860
## 2319 12 -6.440956e+00 -0.79955796 1.58336308 46.71197
## 2320 12 1.084789e+00 -0.79955796 1.58336308 51.05644
## 2321 12 4.808778e+00 -0.79955796 1.58336308 35.87406
## 2322 12 8.702321e-01 -0.79955796 1.58336308 56.72703
## 2323 12 -4.547321e+00 -0.79955796 1.58336308 51.63812
## 2324 12 5.815161e-01 -0.79955796 1.58336308 45.76405
## 2325 12 -2.380032e-01 -0.79955796 1.58336308 63.73065
## 2326 12 3.958193e+00 -0.79955796 1.58336308 45.81447
## 2327 12 -6.697308e+00 -0.79955796 1.58336308 43.67958
## 2328 12 -9.349212e-01 -0.79955796 1.58336308 42.47482
## 2329 12 -1.259273e+00 -0.79955796 1.58336308 54.33837
## 2330 12 -3.010768e-01 -0.79955796 1.58336308 53.64938
## 2331 12 -1.565646e+00 -0.79955796 1.58336308 54.00622
## 2332 12 3.500711e+00 -0.79955796 1.58336308 59.60887
## 2333 12 -1.693601e+00 -0.79955796 1.58336308 42.74453
## 2334 12 1.943626e-01 -0.79955796 1.58336308 52.71471
## 2335 12 -2.456825e+00 -0.79955796 1.58336308 59.47889
## 2336 12 -5.118385e+00 -0.79955796 1.58336308 51.92893
## 2337 12 -2.808764e+00 -0.79955796 1.58336308 45.87755
## 2338 12 -1.164275e-02 1.17160255 1.58336308 58.53078
## 2339 12 2.759650e+00 1.17160255 1.58336308 39.38822
## 2340 12 3.191633e+00 1.17160255 1.58336308 54.11318
## 2341 12 -1.945011e+00 1.17160255 1.58336308 74.20564
## 2342 12 -1.094131e+00 1.17160255 1.58336308 61.84667
## 2343 12 -4.521958e-01 1.17160255 1.58336308 35.29287
## 2344 12 3.379681e-01 1.17160255 1.58336308 53.43580
## 2345 12 -1.320944e+00 1.17160255 1.58336308 56.07068
## 2346 12 3.004836e+00 1.17160255 1.58336308 61.11732
## 2347 12 -1.117860e+00 1.17160255 1.58336308 30.67150
## 2348 12 1.040221e+00 1.17160255 1.58336308 53.47820
## 2349 12 3.066572e+00 1.17160255 1.58336308 47.22200
## 2350 12 4.377869e+00 1.17160255 1.58336308 47.54118
## 2351 12 7.521990e-01 1.17160255 1.58336308 61.62834
## 2352 12 -2.642278e+00 1.17160255 1.58336308 48.28085
## 2353 12 9.933007e-01 1.17160255 1.58336308 55.30911
## 2354 12 3.381482e+00 1.17160255 1.58336308 34.76185
## 2355 12 -3.414801e+00 1.17160255 1.58336308 54.33366
## 2356 13 -3.840441e-01 -0.06044262 -0.13588313 62.43961
## 2357 13 -1.300903e+00 -0.06044262 -0.13588313 48.63402
## 2358 13 -1.116818e+00 -0.06044262 -0.13588313 35.81343
## 2359 13 1.506689e+00 -0.06044262 -0.13588313 53.00590
## 2360 13 4.156272e+00 -0.06044262 -0.13588313 51.82356
## 2361 13 -4.747135e+00 -0.06044262 -0.13588313 48.69283
## 2362 13 -2.572819e+00 -0.06044262 -0.13588313 47.09057
## 2363 13 -8.264186e-01 -0.06044262 -0.13588313 55.64146
## 2364 13 1.194778e+00 -0.06044262 -0.13588313 68.26857
## 2365 13 -5.798047e+00 -0.06044262 -0.13588313 58.72984
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## 2633 14 -4.174782e+00 -1.69253349 -0.12211830 49.86595
## 2634 14 2.315943e+00 -1.69253349 -0.12211830 30.81863
## 2635 14 2.948076e+00 -1.69253349 -0.12211830 44.25430
## 2636 14 5.715350e+00 -1.69253349 -0.12211830 53.70951
## 2637 14 -4.116649e-01 -1.69253349 -0.12211830 49.32469
## 2638 14 -1.843596e-01 -1.69253349 -0.12211830 42.17909
## 2639 14 -1.724256e+00 -1.69253349 -0.12211830 58.49994
## 2640 14 -3.422543e+00 0.71036803 -0.12211830 60.42743
## 2641 14 3.032755e+00 0.71036803 -0.12211830 48.18075
## 2642 14 -2.733818e+00 0.71036803 -0.12211830 57.42208
## 2643 14 -3.033407e+00 0.71036803 -0.12211830 56.24011
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## 2645 14 4.017535e-01 0.71036803 -0.12211830 71.61211
## 2646 14 -3.577575e+00 0.71036803 -0.12211830 40.45835
## 2647 14 1.903257e+00 0.71036803 -0.12211830 59.31999
## 2648 14 -1.925285e-03 0.71036803 -0.12211830 35.40892
## 2649 14 8.931837e-01 0.71036803 -0.12211830 56.22846
## 2650 14 -4.900944e+00 0.71036803 -0.12211830 42.54523
## 2651 14 -4.712070e-01 0.71036803 -0.12211830 52.47043
## 2652 14 -7.465109e-01 0.71036803 -0.12211830 57.12435
## 2653 14 -1.200848e+00 0.71036803 -0.12211830 51.85896
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## 2655 14 -4.180207e+00 0.71036803 -0.12211830 52.56397
## 2656 14 -2.415172e+00 0.71036803 -0.12211830 59.11519
## 2657 14 3.027901e+00 0.71036803 -0.12211830 30.29195
## 2658 14 1.738185e+00 0.71036803 -0.12211830 47.53313
## 2659 14 2.437651e-01 0.71036803 -0.12211830 46.10306
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## 2662 14 -5.514799e+00 0.71036803 -0.12211830 44.27231
## 2663 14 9.515290e-01 0.71036803 -0.12211830 50.04534
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## 2665 14 -3.024671e+00 1.01666149 -0.12211830 40.12902
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## 2667 14 -3.530086e+00 1.01666149 -0.12211830 44.35026
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## 2671 14 -2.855300e+00 1.01666149 -0.12211830 47.65108
## 2672 14 2.712054e+00 1.01666149 -0.12211830 51.70145
## 2673 14 8.678236e-02 1.01666149 -0.12211830 64.15370
## 2674 14 3.403656e+00 1.01666149 -0.12211830 40.30310
## 2675 14 4.134052e+00 1.01666149 -0.12211830 49.15274
## 2676 14 5.944635e+00 1.01666149 -0.12211830 52.70875
## 2677 14 3.629481e+00 1.01666149 -0.12211830 43.59473
## 2678 14 5.413151e-01 1.01666149 -0.12211830 59.44065
## 2679 14 4.216456e+00 1.00786801 -0.12211830 44.16276
## 2680 14 2.218363e+00 1.00786801 -0.12211830 48.90094
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## 2682 14 -5.977572e+00 1.00786801 -0.12211830 56.23763
## 2683 14 2.623459e+00 1.00786801 -0.12211830 42.27102
## 2684 14 2.290681e-01 1.00786801 -0.12211830 48.14000
## 2685 14 1.684428e+00 1.00786801 -0.12211830 52.04443
## 2686 14 -5.400283e-01 1.00786801 -0.12211830 54.39526
## 2687 14 6.642731e-01 1.00786801 -0.12211830 57.54979
## 2688 14 -7.170300e-01 1.00786801 -0.12211830 47.93493
## 2689 14 3.115605e+00 1.00786801 -0.12211830 59.11058
## 2690 14 2.291379e-01 1.00786801 -0.12211830 45.25075
## 2691 14 3.560219e-01 1.00786801 -0.12211830 46.83714
## 2692 14 -4.565814e+00 1.00786801 -0.12211830 52.64976
## 2693 14 4.097238e+00 1.00786801 -0.12211830 64.53710
## 2694 14 -2.104287e+00 1.00786801 -0.12211830 63.04102
## 2695 14 5.128260e+00 1.00786801 -0.12211830 58.88535
## 2696 14 1.260549e+00 1.00786801 -0.12211830 58.39534
## 2697 14 1.315975e-01 1.00786801 -0.12211830 55.11255
## 2698 14 -7.410538e-01 1.00786801 -0.12211830 55.37199
## 2699 14 1.033981e+00 1.00786801 -0.12211830 50.04716
## 2700 14 1.102499e+00 1.00786801 -0.12211830 48.39949
## 2701 14 3.327405e+00 1.00786801 -0.12211830 49.90723
## 2702 14 2.227242e+00 1.00786801 -0.12211830 52.76444
## 2703 14 -5.279997e+00 -1.55892068 -0.12211830 54.51601
## 2704 14 -2.740959e-01 -1.55892068 -0.12211830 59.08636
## 2705 14 5.887919e+00 -1.55892068 -0.12211830 55.06053
## 2706 14 -6.471993e+00 -1.55892068 -0.12211830 58.37256
## 2707 14 -1.887156e+00 -1.55892068 -0.12211830 62.26296
## 2708 14 -2.606638e+00 -1.55892068 -0.12211830 64.00653
## 2709 14 -2.275774e+00 -1.55892068 -0.12211830 38.45780
## 2710 14 -3.343014e-01 -1.55892068 -0.12211830 45.59429
## 2711 14 -5.038948e+00 -1.55892068 -0.12211830 33.65042
## 2712 14 -1.980821e+00 -1.55892068 -0.12211830 38.02683
## 2713 14 -4.249213e+00 -1.55892068 -0.12211830 41.38260
## 2714 14 -7.199905e+00 -1.55892068 -0.12211830 42.33066
## 2715 14 1.213160e+00 -1.55892068 -0.12211830 47.95687
## 2716 14 -2.490359e+00 -1.55892068 -0.12211830 68.48467
## 2717 14 -8.221856e-01 -1.55892068 -0.12211830 43.94067
## 2718 14 -2.423347e+00 -1.55892068 -0.12211830 43.17752
## 2719 14 -3.776912e-02 -1.55892068 -0.12211830 48.34300
## 2720 14 -2.593373e+00 -1.55892068 -0.12211830 63.99205
## 2721 14 2.116978e+00 -1.55892068 -0.12211830 59.61739
## 2722 14 -1.266488e+00 -1.55892068 -0.12211830 45.10565
## 2723 14 2.817332e+00 -1.55892068 -0.12211830 50.08135
## 2724 14 -8.343730e-02 -0.06251480 -0.12211830 48.93317
## 2725 14 7.329030e-01 -0.06251480 -0.12211830 48.52614
## 2726 14 3.669462e-01 -0.06251480 -0.12211830 60.98106
## 2727 14 2.549807e+00 -0.06251480 -0.12211830 54.60043
## 2728 14 3.117918e-01 -0.06251480 -0.12211830 27.87054
## 2729 14 4.961282e+00 -0.06251480 -0.12211830 42.68366
## 2730 14 -1.994334e+00 -0.06251480 -0.12211830 52.37984
## 2731 14 2.837495e+00 -0.06251480 -0.12211830 43.34163
## 2732 14 1.626149e+00 -0.06251480 -0.12211830 43.51752
## 2733 14 2.608713e+00 -0.06251480 -0.12211830 53.23084
## 2734 14 -2.389597e+00 -0.06251480 -0.12211830 44.86185
## 2735 14 1.926254e+00 -0.06251480 -0.12211830 49.31665
## 2736 14 -2.581274e-02 -0.06251480 -0.12211830 49.26139
## 2737 14 -1.784242e+00 -0.06251480 -0.12211830 51.47013
## 2738 14 -1.601983e-01 -0.06251480 -0.12211830 44.13159
## 2739 14 1.347878e+00 -0.06251480 -0.12211830 46.77941
## 2740 14 -3.355121e+00 -0.06251480 -0.12211830 48.89642
## 2741 14 1.090866e+00 -0.06251480 -0.12211830 35.54438
## 2742 14 9.054454e-01 -0.06251480 -0.12211830 31.63342
## 2743 14 2.343922e+00 -0.06251480 -0.12211830 45.93802
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## 2746 14 5.788132e+00 0.35288263 -0.12211830 38.48288
## 2747 14 -1.462100e+00 0.35288263 -0.12211830 54.16220
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## 2750 14 1.714214e+00 0.35288263 -0.12211830 51.26355
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## 2754 14 -9.064019e-02 0.35288263 -0.12211830 51.02702
## 2755 14 -2.601273e+00 0.35288263 -0.12211830 35.47085
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## 2758 14 -5.161026e+00 0.35288263 -0.12211830 57.84298
## 2759 14 -3.177165e+00 0.35288263 -0.12211830 42.13730
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## 2762 15 -3.732058e+00 0.75170633 0.65601706 46.66665
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## 2768 15 -7.469275e+00 0.75170633 0.65601706 45.95154
## 2769 15 -3.710916e+00 0.75170633 0.65601706 38.54914
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## 2771 15 4.086743e+00 0.75170633 0.65601706 66.24975
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## 2773 15 5.212698e+00 0.75170633 0.65601706 53.75090
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## 2776 15 -3.822699e+00 0.75170633 0.65601706 39.73896
## 2777 15 3.298660e+00 0.75170633 0.65601706 54.62994
## 2778 15 2.844418e+00 0.75170633 0.65601706 71.57932
## 2779 15 2.225161e+00 0.75170633 0.65601706 45.14010
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## 2785 15 -5.712613e+00 2.95441272 0.65601706 48.55017
## 2786 15 3.027114e+00 2.95441272 0.65601706 41.46427
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## 2788 15 -5.580575e+00 2.95441272 0.65601706 40.67884
## 2789 15 3.386816e+00 2.95441272 0.65601706 48.69624
## 2790 15 -7.433157e-01 2.95441272 0.65601706 63.52453
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## 2798 15 -2.634756e+00 2.95441272 0.65601706 49.02862
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## 2801 15 2.146257e+00 2.95441272 0.65601706 53.34725
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## 2804 15 4.553940e-01 -0.02817445 0.65601706 38.43186
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## 2807 15 -4.624655e+00 -0.02817445 0.65601706 45.99871
## 2808 15 -2.657604e+00 -0.02817445 0.65601706 52.80924
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## 2810 15 2.694576e+00 -0.02817445 0.65601706 52.55106
## 2811 15 2.650976e+00 -0.02817445 0.65601706 35.33506
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## 2819 15 1.092925e+00 -1.57654192 0.65601706 61.91533
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## 2828 15 -4.812269e+00 -1.57654192 0.65601706 68.44015
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## 2838 15 -7.378828e-01 1.41600391 0.65601706 59.04935
## 2839 15 -1.214729e+00 1.41600391 0.65601706 58.77978
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## 2844 15 -3.143167e+00 1.41600391 0.65601706 54.75107
## 2845 15 -3.460669e+00 1.41600391 0.65601706 40.09196
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## 2847 15 3.280601e+00 1.41600391 0.65601706 61.35474
## 2848 15 -6.407520e-01 1.41600391 0.65601706 62.40545
## 2849 15 -6.646538e-01 1.41600391 0.65601706 50.74039
## 2850 15 2.900859e+00 1.41600391 0.65601706 59.06259
## 2851 15 1.106020e+00 1.41600391 0.65601706 49.52474
## 2852 15 1.599446e+00 0.10336352 0.65601706 65.19720
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## 2854 15 -6.621446e-01 0.10336352 0.65601706 59.31214
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## 2858 15 3.602997e+00 0.10336352 0.65601706 55.37930
## 2859 15 -6.538167e-01 0.10336352 0.65601706 68.10575
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## 2861 15 7.829766e+00 0.10336352 0.65601706 49.46984
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## 2879 15 3.639377e-01 -3.14486321 0.65601706 54.50679
## 2880 15 -4.519087e+00 -3.14486321 0.65601706 55.39780
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## 2888 15 5.702841e-01 -3.14486321 0.65601706 57.14860
## 2889 15 2.352847e+00 -3.14486321 0.65601706 58.13407
## 2890 15 3.156020e+00 -3.14486321 0.65601706 48.45085
## 2891 15 -7.272464e-01 -3.14486321 0.65601706 41.61121
## 2892 15 3.170111e+00 -3.14486321 0.65601706 33.61592
## 2893 15 7.988433e-01 -3.14486321 0.65601706 48.02518
## 2894 15 8.337664e-02 -3.14486321 0.65601706 48.39494
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## 2897 15 -3.039628e+00 -1.28260578 0.65601706 56.55953
## 2898 15 -5.461328e-01 -1.28260578 0.65601706 44.90951
## 2899 15 -1.467885e+00 -1.28260578 0.65601706 41.80406
## 2900 15 -4.167197e+00 -1.28260578 0.65601706 54.15031
## 2901 15 -1.255961e+00 -1.28260578 0.65601706 61.11842
## 2902 15 -4.527079e-01 -1.28260578 0.65601706 60.69625
## 2903 15 -1.777697e+00 -1.28260578 0.65601706 50.55805
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## 2905 15 -6.825640e+00 -1.28260578 0.65601706 50.61203
## 2906 15 1.538144e+00 -1.28260578 0.65601706 59.68522
## 2907 15 2.727109e+00 -1.28260578 0.65601706 52.40848
## 2908 15 8.888604e-01 -1.28260578 0.65601706 58.48603
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## 2910 15 6.316843e+00 -1.28260578 0.65601706 59.06160
## 2911 15 4.733319e-01 -1.28260578 0.65601706 58.29042
## 2912 15 6.237349e-01 -1.28260578 0.65601706 61.46666
## 2913 15 -1.185168e+00 -1.28260578 0.65601706 47.72706
## 2914 15 -4.353196e+00 0.87750246 0.65601706 43.80062
## 2915 15 -2.568205e+00 0.87750246 0.65601706 51.99108
## 2916 15 -8.613842e-01 0.87750246 0.65601706 46.23794
## 2917 15 -4.272975e+00 0.87750246 0.65601706 52.71612
## 2918 15 -4.592915e+00 0.87750246 0.65601706 43.74414
## 2919 15 -3.948702e+00 0.87750246 0.65601706 55.16258
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## 2921 15 -2.032582e+00 0.87750246 0.65601706 58.75816
## 2922 15 -2.750084e+00 0.87750246 0.65601706 66.79092
## 2923 15 4.718018e+00 0.87750246 0.65601706 47.18603
## 2924 15 2.100896e+00 0.87750246 0.65601706 42.58083
## 2925 15 -1.812825e+00 0.87750246 0.65601706 44.23489
## 2926 15 1.283125e+00 0.87750246 0.65601706 48.66171
## 2927 15 3.530472e+00 0.87750246 0.65601706 59.36288
## 2928 15 -2.245548e+00 0.87750246 0.65601706 54.98765
## 2929 15 1.205648e+00 1.12436725 0.65601706 52.75724
## 2930 15 -2.341590e+00 1.12436725 0.65601706 49.66442
## 2931 15 6.510123e+00 1.12436725 0.65601706 50.53423
## 2932 15 -9.277843e+00 1.12436725 0.65601706 51.64518
## 2933 15 -1.773636e+00 1.12436725 0.65601706 60.24995
## 2934 15 1.366793e+00 1.12436725 0.65601706 57.03940
## 2935 15 6.600529e+00 1.12436725 0.65601706 60.62998
## 2936 15 4.764237e+00 1.12436725 0.65601706 39.43449
## 2937 15 5.328148e+00 1.12436725 0.65601706 47.61516
## 2938 15 6.891984e-01 1.12436725 0.65601706 42.31164
## 2939 15 -2.141579e+00 1.12436725 0.65601706 60.19399
## 2940 15 -1.100509e+00 1.12436725 0.65601706 44.86526
## 2941 15 -7.061082e-01 1.12436725 0.65601706 55.85152
## 2942 15 -1.080685e+00 1.12436725 0.65601706 61.59745
## 2943 15 1.578795e+00 1.12436725 0.65601706 60.81642
## 2944 15 -2.475222e+00 1.12436725 0.65601706 53.77159
## random_effects achievement
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## 2 -1.47071033 50.50301
## 3 -1.47071033 44.76366
## 4 -1.47071033 47.44448
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## 105 -1.47997117 29.61236
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## 214 1.08397511 66.58769
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## 1903 0.48146582 51.30858
## 1904 0.48146582 63.18012
## 1905 0.48146582 53.43569
## 1906 0.48146582 46.83093
## 1907 0.48146582 54.30034
## 1908 0.48146582 50.68970
## 1909 0.48146582 56.31379
## 1910 0.48146582 61.68187
## 1911 0.48146582 64.33351
## 1912 0.48146582 42.36751
## 1913 0.48146582 53.86875
## 1914 2.85044955 45.74391
## 1915 2.85044955 52.50902
## 1916 2.85044955 37.38387
## 1917 2.85044955 47.66353
## 1918 2.85044955 46.27518
## 1919 2.85044955 61.90569
## 1920 2.85044955 59.10458
## 1921 2.85044955 60.77388
## 1922 2.85044955 47.31738
## 1923 2.85044955 51.18753
## 1924 2.85044955 59.13840
## 1925 2.85044955 61.84293
## 1926 2.85044955 61.88418
## 1927 2.85044955 62.72335
## 1928 2.85044955 63.49576
## 1929 2.85044955 35.50016
## 1930 2.85044955 51.32072
## 1931 2.85044955 56.21249
## 1932 2.85044955 59.13459
## 1933 2.85044955 63.43197
## 1934 2.85044955 65.81473
## 1935 2.85044955 33.23392
## 1936 2.85044955 38.62015
## 1937 2.85044955 54.59841
## 1938 2.85044955 39.00461
## 1939 0.57628693 56.17456
## 1940 0.57628693 57.86845
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## 1942 0.57628693 55.35294
## 1943 0.57628693 58.15905
## 1944 0.57628693 44.86429
## 1945 0.57628693 46.77398
## 1946 0.57628693 57.34954
## 1947 0.57628693 50.07531
## 1948 0.57628693 59.16015
## 1949 0.57628693 45.15643
## 1950 0.57628693 60.62586
## 1951 0.57628693 58.02615
## 1952 0.57628693 55.34928
## 1953 0.57628693 56.73961
## 1954 0.57628693 60.45686
## 1955 0.57628693 53.57235
## 1956 0.57628693 52.79601
## 1957 0.57628693 30.87605
## 1958 0.57628693 67.65471
## 1959 -3.10025856 52.62908
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## 1962 -3.10025856 50.25981
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## 1979 -4.97825500 48.34931
## 1980 -4.97825500 49.60578
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## 1984 -4.97825500 42.80375
## 1985 -4.97825500 46.84797
## 1986 -4.97825500 49.60844
## 1987 -4.97825500 30.06384
## 1988 -4.97825500 60.59546
## 1989 -4.97825500 49.43503
## 1990 -4.97825500 51.86924
## 1991 -4.97825500 47.20827
## 1992 -4.97825500 44.91828
## 1993 -4.97825500 41.70948
## 1994 -4.97825500 40.41394
## 1995 -4.97825500 59.09414
## 1996 -4.97825500 40.83660
## 1997 -4.97825500 44.03804
## 1998 -4.97825500 50.14546
## 1999 -4.97825500 55.69212
## 2000 -4.97825500 62.73706
## 2001 -4.97825500 48.69411
## 2002 -1.11832396 42.44549
## 2003 -1.11832396 58.84140
## 2004 -1.11832396 46.55987
## 2005 -1.11832396 55.63894
## 2006 -1.11832396 67.83147
## 2007 -1.11832396 32.92326
## 2008 -1.11832396 49.60496
## 2009 -1.11832396 48.48094
## 2010 -1.11832396 47.47997
## 2011 -1.11832396 51.50316
## 2012 -1.11832396 62.98093
## 2013 -1.11832396 45.93675
## 2014 -1.11832396 34.05940
## 2015 -1.11832396 47.24570
## 2016 -1.11832396 44.32112
## 2017 -1.11832396 48.46673
## 2018 1.00978891 69.34032
## 2019 1.00978891 62.34201
## 2020 1.00978891 26.39136
## 2021 1.00978891 47.05542
## 2022 1.00978891 57.12605
## 2023 1.00978891 58.71052
## 2024 1.00978891 40.77989
## 2025 1.00978891 41.39679
## 2026 1.00978891 31.00720
## 2027 1.00978891 30.43560
## 2028 1.00978891 50.38870
## 2029 1.00978891 50.58020
## 2030 1.00978891 60.22141
## 2031 1.00978891 55.29073
## 2032 1.00978891 44.08286
## 2033 1.00978891 51.27685
## 2034 1.00978891 49.51745
## 2035 1.00978891 30.91948
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## 2037 1.00978891 34.71544
## 2038 1.00978891 40.27306
## 2039 1.00978891 50.93376
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## 2123 3.52267805 60.18435
## 2124 3.52267805 57.19890
## 2125 3.52267805 51.96717
## 2126 3.52267805 49.94673
## 2127 3.52267805 61.44389
## 2128 3.52267805 59.43468
## 2129 3.52267805 52.10084
## 2130 3.52267805 57.37069
## 2131 3.52267805 41.59801
## 2132 3.52267805 58.94232
## 2133 3.52267805 76.59840
## 2134 3.52267805 61.10459
## 2135 3.52267805 55.78216
## 2136 3.52267805 41.58819
## 2137 3.52267805 42.78832
## 2138 3.52267805 63.88067
## 2139 3.52267805 62.35313
## 2140 3.52267805 40.51247
## 2141 3.52267805 49.89688
## 2142 3.52267805 59.73405
## 2143 3.52267805 39.16486
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## 2944 1.78038431 53.07675These binaries (installable software) and packages are in development.
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